AISUSTEIN Project Code
Vera Bueler-Faudree and Alan R. Vazquez
2023-07-24
Packages
Define overall parameters
For tomorrow, try number of evaluations equal to 10, 30, and 50.
max_search_time <- 500Data Processing
Read in original hand pump data set. Removed NA values in the response variables, and unnecessary or redundant predictor variables.
handpump <- read.csv("handpump_data.csv", header = TRUE)
handpump_narm <- na.omit(handpump) # Remove rows with missing values.# Remove irrelevant predictors.
preprocessed_hp <- subset(handpump_narm,
select = -c(site_barcode, local_date, pf_overall_stl_seasonal_percent_log, nevents_overall_stl_seasonal_percent_log, nevents_wd_simple_percent_log, nevents_wd_cluster_percent_log, nevents_overall_cluster_percent_log, naive_failure,pred_currently_failed_glm, pred_fail_next_week_glm, pred_currently_failed_SL, pred_fail_next_week_SL,
currently_failed))
head(preprocessed_hp)Ensured Response Variables are categorical (factor)
This means the values of the response variables are represented by 1s and 0s, where 1 represents a failure.
#preprocessed_hp$currently_failed <- factor(preprocessed_hp$currently_failed + 0)
preprocessed_hp$fail_next_week <- factor(preprocessed_hp$fail_next_week + 0)Define Classification Task
As seen below, the task focused on predicting “fail_next_week”.
hp_task = as_task_classif(preprocessed_hp, target = "fail_next_week", positive = "1")
hp_task$positive # Show positive class.## [1] "1"Split Data
Create data partition. 70% for training and the rest for testing.
set.seed(4285452) # Add seed for reproducibility.
splits = partition(hp_task, ratio = 0.7)
sample <- sample.split(preprocessed_hp, SplitRatio = 0.7)
train <- subset(preprocessed_hp, sample == TRUE)
test <- subset(preprocessed_hp, sample == FALSE)Created Balanced Data using SMOTE
Source for how to do SMOTE came from: https://youtu.be/1Mt7EuVJf1A and https://www.rdocumentation.org/packages/DMwR/versions/0.4.1/topics/SMOTE
# Added Row IDs
tibble::rowid_to_column(train, "ID")tibble::rowid_to_column(test, "ID")# Verifying the samples seem similar to each other:
prop.table(table(train$fail_next_week))##
## 0 1
## 0.93555291 0.06444709prop.table(table(test$fail_next_week))##
## 0 1
## 0.93580599 0.06419401train$fail_next_week <- as.factor(train$fail_next_week) # make target variable a factor
table(train$fail_next_week)##
## 0 1
## 3934 271# originally 0 had 3762 obs. while 1 had 253.
# We use the default values of the function.
set.seed(4285452) # Add seed for reproducibility.
train <- smote(fail_next_week ~ ., train, perc.over = 1, perc.under = 2, k = 5)
table(train$fail_next_week)##
## 0 1
## 542 542Define new task with smote data set.
smote_hp_task = as_task_classif(train, target = "fail_next_week", positive = "1")
smote_hp_task$positive # Show positive class## [1] "1"Build a standard random forest
basic_learner_classif = lrn("classif.ranger", predict_type = "prob")
default.parameters <- list()
default.parameters$num.threads <- 1
default.parameters$num.trees <- 500
default.parameters$mtry <- 2
default.parameters$min.node.size <- 1
default.parameters$replace <- FALSE
default.parameters$splitrule <- "gini"
default.parameters$sample.fraction <- 1
basic_learner_classif$param_set$values = default.parameters
print(basic_learner_classif$param_set$values) # Print default parameters## $num.threads
## [1] 1
##
## $num.trees
## [1] 500
##
## $mtry
## [1] 2
##
## $min.node.size
## [1] 1
##
## $replace
## [1] FALSE
##
## $splitrule
## [1] "gini"
##
## $sample.fraction
## [1] 1Performance of standard random forest with default tuning hyperparameters.
# Define type of resampling technique
cvFive = rsmp("cv", folds = 5)
# Initiate resampling technique
cvFive$instantiate(smote_hp_task)
# Train model
rr = resample(smote_hp_task, basic_learner_classif, cvFive)## INFO [11:02:34.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:34.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:34.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:34.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:34.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)# Print compiled score. Overall, cross-validation estimate.
rr$aggregate(msr("classif.recall"))## classif.recall
## 0.8342187Hyperparameter tuning
Define Learner with the hyperparameters that will be tuned.
learner_classif = lrn("classif.ranger", predict_type = "prob",
mtry = to_tune(1, 5),
min.node.size = to_tune(1, 500),
replace = to_tune(),
splitrule = to_tune(c("gini", "extratrees")),
sample.fraction = to_tune(0.1, 1),
num.trees = 500) Next, we use different tuning strategies.
Random search
set.seed(4285452) # Add seed for reproducibility.
RS_instance = tune(
tuner = tnr("random_search"),
task = smote_hp_task,
learner = learner_classif,
resampling = rsmp("cv", folds = 5),
measure = msr("classif.recall"),
terminator = trm("run_time", secs = max_search_time)
)## INFO [11:02:35.191] [bbotk] Starting to optimize 5 parameter(s) with '<OptimizerRandomSearch>' and '<TerminatorRunTime> [secs=500]'
## INFO [11:02:35.217] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:35.228] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:35.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:35.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:35.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:35.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:35.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:35.492] [mlr3] Finished benchmark
## INFO [11:02:35.503] [bbotk] Result of batch 1:
## INFO [11:02:35.504] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:35.504] [bbotk] 1 54 TRUE extratrees 0.1671224 0.7233035 0
## INFO [11:02:35.504] [bbotk] errors runtime_learners uhash
## INFO [11:02:35.504] [bbotk] 0 0.239 e1ce173f-a7f4-4775-a7c5-c7b396b63f4b
## INFO [11:02:35.507] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:35.515] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:35.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:35.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:35.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:35.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:35.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:35.667] [mlr3] Finished benchmark
## INFO [11:02:35.678] [bbotk] Result of batch 2:
## INFO [11:02:35.679] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:35.679] [bbotk] 5 488 TRUE extratrees 0.5043551 0.6 0
## INFO [11:02:35.679] [bbotk] errors runtime_learners uhash
## INFO [11:02:35.679] [bbotk] 0 0.128 00ffe28f-4558-4841-802e-43808de53d92
## INFO [11:02:35.681] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:35.690] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:35.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:35.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:35.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:35.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:35.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:35.860] [mlr3] Finished benchmark
## INFO [11:02:35.997] [bbotk] Result of batch 3:
## INFO [11:02:35.997] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:35.997] [bbotk] 5 318 FALSE gini 0.2954962 0.6 0
## INFO [11:02:35.997] [bbotk] errors runtime_learners uhash
## INFO [11:02:35.997] [bbotk] 0 0.145 367b53a9-e479-4a1e-8234-822860151882
## INFO [11:02:35.999] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:36.008] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:36.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:36.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:36.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:36.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:36.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:36.370] [mlr3] Finished benchmark
## INFO [11:02:36.382] [bbotk] Result of batch 4:
## INFO [11:02:36.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:36.382] [bbotk] 4 233 FALSE gini 0.7742314 0.7316964 0
## INFO [11:02:36.382] [bbotk] errors runtime_learners uhash
## INFO [11:02:36.382] [bbotk] 0 0.34 d33f0242-0858-40cf-bb86-80966ec8c120
## INFO [11:02:36.384] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:36.393] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:36.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:36.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:36.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:36.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:36.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:36.641] [mlr3] Finished benchmark
## INFO [11:02:36.653] [bbotk] Result of batch 5:
## INFO [11:02:36.653] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:36.653] [bbotk] 2 219 FALSE extratrees 0.37119 0.7307554 0
## INFO [11:02:36.653] [bbotk] errors runtime_learners uhash
## INFO [11:02:36.653] [bbotk] 0 0.224 d3438b6a-a89c-4b47-9b47-56bf4582c561
## INFO [11:02:36.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:36.665] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:36.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:36.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:36.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:36.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:36.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:36.825] [mlr3] Finished benchmark
## INFO [11:02:36.836] [bbotk] Result of batch 6:
## INFO [11:02:36.837] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:36.837] [bbotk] 5 154 TRUE gini 0.1132391 0.6 0
## INFO [11:02:36.837] [bbotk] errors runtime_learners uhash
## INFO [11:02:36.837] [bbotk] 0 0.132 a82ec88d-f091-40ee-a7f7-365a600c8a22
## INFO [11:02:36.839] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:36.847] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:36.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:36.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:36.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:37.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:37.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:37.116] [mlr3] Finished benchmark
## INFO [11:02:37.128] [bbotk] Result of batch 7:
## INFO [11:02:37.129] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:37.129] [bbotk] 4 212 FALSE gini 0.3983993 0.6931331 0
## INFO [11:02:37.129] [bbotk] errors runtime_learners uhash
## INFO [11:02:37.129] [bbotk] 0 0.244 2763bc2d-4402-45ca-bfa9-95b8a5b67f24
## INFO [11:02:37.131] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:37.139] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:37.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:37.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:37.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:37.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:37.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:37.411] [mlr3] Finished benchmark
## INFO [11:02:37.423] [bbotk] Result of batch 8:
## INFO [11:02:37.423] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:37.423] [bbotk] 1 246 FALSE extratrees 0.4826757 0.7346448 0
## INFO [11:02:37.423] [bbotk] errors runtime_learners uhash
## INFO [11:02:37.423] [bbotk] 0 0.247 ca90c15f-3574-46c4-a22d-8bf4b8486eee
## INFO [11:02:37.425] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:37.434] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:37.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:37.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:37.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:37.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:37.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:37.633] [mlr3] Finished benchmark
## INFO [11:02:37.645] [bbotk] Result of batch 9:
## INFO [11:02:37.645] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:37.645] [bbotk] 1 406 FALSE gini 0.6847265 0.6647814 0
## INFO [11:02:37.645] [bbotk] errors runtime_learners uhash
## INFO [11:02:37.645] [bbotk] 0 0.177 d83d5c16-546e-4293-870e-8aad7b78dcb6
## INFO [11:02:37.647] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:37.656] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:37.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:37.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:37.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:37.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:37.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:37.882] [mlr3] Finished benchmark
## INFO [11:02:37.894] [bbotk] Result of batch 10:
## INFO [11:02:37.894] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:37.894] [bbotk] 5 94 TRUE extratrees 0.1765165 0.7288047 0
## INFO [11:02:37.894] [bbotk] errors runtime_learners uhash
## INFO [11:02:37.894] [bbotk] 0 0.203 386d3ab8-e069-4347-9877-dcf78223c37f
## INFO [11:02:37.900] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:37.908] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:37.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:37.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:38.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:38.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:38.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:38.154] [mlr3] Finished benchmark
## INFO [11:02:38.165] [bbotk] Result of batch 11:
## INFO [11:02:38.166] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:38.166] [bbotk] 1 479 FALSE extratrees 0.7929676 0.7345909 0
## INFO [11:02:38.166] [bbotk] errors runtime_learners uhash
## INFO [11:02:38.166] [bbotk] 0 0.224 2e6090dd-46c3-4d7f-99ae-130655c7209a
## INFO [11:02:38.168] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:38.176] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:38.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:38.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:38.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:38.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:38.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:38.625] [mlr3] Finished benchmark
## INFO [11:02:38.640] [bbotk] Result of batch 12:
## INFO [11:02:38.641] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:38.641] [bbotk] 5 252 TRUE extratrees 0.8676704 0.6900159 0
## INFO [11:02:38.641] [bbotk] errors runtime_learners uhash
## INFO [11:02:38.641] [bbotk] 0 0.426 a30b96f2-6acc-4385-84fd-597e276f977d
## INFO [11:02:38.643] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:38.651] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:38.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:38.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:38.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:38.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:38.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:38.805] [mlr3] Finished benchmark
## INFO [11:02:38.816] [bbotk] Result of batch 13:
## INFO [11:02:38.817] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:38.817] [bbotk] 5 365 TRUE gini 0.1246471 0.6 0
## INFO [11:02:38.817] [bbotk] errors runtime_learners uhash
## INFO [11:02:38.817] [bbotk] 0 0.13 db15bff4-1fb0-47a4-8ebb-7a321ed6f8b3
## INFO [11:02:38.819] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:38.828] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:38.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:38.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:38.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:39.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:39.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:39.215] [mlr3] Finished benchmark
## INFO [11:02:39.226] [bbotk] Result of batch 14:
## INFO [11:02:39.227] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:39.227] [bbotk] 5 55 TRUE gini 0.2954818 0.7219527 0
## INFO [11:02:39.227] [bbotk] errors runtime_learners uhash
## INFO [11:02:39.227] [bbotk] 0 0.363 2cb1c37e-0b51-49b1-9753-8e1140be54b1
## INFO [11:02:39.229] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:39.238] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:39.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:39.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:39.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:39.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:39.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:39.595] [mlr3] Finished benchmark
## INFO [11:02:39.606] [bbotk] Result of batch 15:
## INFO [11:02:39.607] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:39.607] [bbotk] 5 259 FALSE gini 0.7564231 0.7315751 0
## INFO [11:02:39.607] [bbotk] errors runtime_learners uhash
## INFO [11:02:39.607] [bbotk] 0 0.332 daefa80c-7333-467a-8500-ea0d513eff56
## INFO [11:02:39.609] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:39.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:39.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:39.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:39.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:39.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:39.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:39.765] [mlr3] Finished benchmark
## INFO [11:02:39.776] [bbotk] Result of batch 16:
## INFO [11:02:39.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:39.777] [bbotk] 1 394 TRUE extratrees 0.4236667 0.6 0
## INFO [11:02:39.777] [bbotk] errors runtime_learners uhash
## INFO [11:02:39.777] [bbotk] 0 0.124 dfc20f38-ea52-4076-a834-41fbeeb9b6e3
## INFO [11:02:39.779] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:39.787] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:39.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:39.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:39.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:40.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:40.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:40.256] [mlr3] Finished benchmark
## INFO [11:02:40.267] [bbotk] Result of batch 17:
## INFO [11:02:40.268] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:40.268] [bbotk] 4 148 TRUE gini 0.7876387 0.7142435 0
## INFO [11:02:40.268] [bbotk] errors runtime_learners uhash
## INFO [11:02:40.268] [bbotk] 0 0.439 523d3f81-ad3e-4bdf-b343-cdc9ec57ae51
## INFO [11:02:40.270] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:40.278] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:40.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:40.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:40.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:40.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:40.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:40.431] [mlr3] Finished benchmark
## INFO [11:02:40.443] [bbotk] Result of batch 18:
## INFO [11:02:40.443] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:40.443] [bbotk] 2 403 TRUE extratrees 0.1261023 0.6 0
## INFO [11:02:40.443] [bbotk] errors runtime_learners uhash
## INFO [11:02:40.443] [bbotk] 0 0.129 059e1c0a-302e-4bb4-a91c-979ce08c0631
## INFO [11:02:40.445] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:40.454] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:40.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:40.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:40.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:40.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:40.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:41.013] [mlr3] Finished benchmark
## INFO [11:02:41.024] [bbotk] Result of batch 19:
## INFO [11:02:41.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:41.025] [bbotk] 3 43 FALSE extratrees 0.6788188 0.6956617 0
## INFO [11:02:41.025] [bbotk] errors runtime_learners uhash
## INFO [11:02:41.025] [bbotk] 0 0.533 773edfe6-1caf-429b-83e1-3d367109d82b
## INFO [11:02:41.027] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:41.035] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:41.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:41.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:41.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:41.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:41.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:41.367] [mlr3] Finished benchmark
## INFO [11:02:41.378] [bbotk] Result of batch 20:
## INFO [11:02:41.379] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:41.379] [bbotk] 2 295 FALSE extratrees 0.9336905 0.7046906 0
## INFO [11:02:41.379] [bbotk] errors runtime_learners uhash
## INFO [11:02:41.379] [bbotk] 0 0.306 1e7940a8-0008-458c-9d60-09ebd99a7a1d
## INFO [11:02:41.381] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:41.390] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:41.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:41.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:41.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:41.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:41.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:41.729] [mlr3] Finished benchmark
## INFO [11:02:41.741] [bbotk] Result of batch 21:
## INFO [11:02:41.741] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:41.741] [bbotk] 2 61 FALSE gini 0.2918335 0.702954 0
## INFO [11:02:41.741] [bbotk] errors runtime_learners uhash
## INFO [11:02:41.741] [bbotk] 0 0.314 942f961f-720a-4203-b433-19a8873ac186
## INFO [11:02:41.743] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:41.752] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:41.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:41.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:41.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:41.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:41.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:42.049] [mlr3] Finished benchmark
## INFO [11:02:42.060] [bbotk] Result of batch 22:
## INFO [11:02:42.061] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:42.061] [bbotk] 3 178 TRUE extratrees 0.4553662 0.7173287 0
## INFO [11:02:42.061] [bbotk] errors runtime_learners uhash
## INFO [11:02:42.061] [bbotk] 0 0.27 27729ed5-b8c3-4b1f-b6ab-e8ef3f377e97
## INFO [11:02:42.063] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:42.071] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:42.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:42.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:42.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:42.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:42.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:42.313] [mlr3] Finished benchmark
## INFO [11:02:42.324] [bbotk] Result of batch 23:
## INFO [11:02:42.325] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:42.325] [bbotk] 5 259 FALSE gini 0.4336675 0.6650835 0
## INFO [11:02:42.325] [bbotk] errors runtime_learners uhash
## INFO [11:02:42.325] [bbotk] 0 0.219 f35f0804-c43e-439a-9b76-48d1b5f79e3c
## INFO [11:02:42.327] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:42.336] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:42.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:42.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:42.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:42.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:42.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:42.667] [mlr3] Finished benchmark
## INFO [11:02:42.679] [bbotk] Result of batch 24:
## INFO [11:02:42.679] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:42.679] [bbotk] 3 271 FALSE gini 0.889018 0.7085424 0
## INFO [11:02:42.679] [bbotk] errors runtime_learners uhash
## INFO [11:02:42.679] [bbotk] 0 0.306 a3366aae-073c-42ab-9b78-09c3d20198aa
## INFO [11:02:42.681] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:42.690] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:42.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:42.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:42.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:42.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:42.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:42.994] [mlr3] Finished benchmark
## INFO [11:02:43.005] [bbotk] Result of batch 25:
## INFO [11:02:43.006] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:43.006] [bbotk] 5 151 FALSE extratrees 0.3584855 0.7155028 0
## INFO [11:02:43.006] [bbotk] errors runtime_learners uhash
## INFO [11:02:43.006] [bbotk] 0 0.28 04ab80ea-88bf-4fe0-94af-05d7bff3fb5d
## INFO [11:02:43.008] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:43.016] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:43.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:43.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:43.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:43.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:43.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:43.287] [mlr3] Finished benchmark
## INFO [11:02:43.298] [bbotk] Result of batch 26:
## INFO [11:02:43.299] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:43.299] [bbotk] 3 337 TRUE gini 0.6788954 0.6916986 0
## INFO [11:02:43.299] [bbotk] errors runtime_learners uhash
## INFO [11:02:43.299] [bbotk] 0 0.246 13050e6f-03db-4610-a4bc-c4c1d031f488
## INFO [11:02:43.301] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:43.310] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:43.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:43.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:43.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:43.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:43.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:43.518] [mlr3] Finished benchmark
## INFO [11:02:43.529] [bbotk] Result of batch 27:
## INFO [11:02:43.530] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:43.530] [bbotk] 2 335 TRUE gini 0.5497324 0.6534289 0
## INFO [11:02:43.530] [bbotk] errors runtime_learners uhash
## INFO [11:02:43.530] [bbotk] 0 0.183 d31efc22-d570-46f7-9092-23c32a8064b5
## INFO [11:02:43.532] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:43.540] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:43.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:43.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:43.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:43.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:43.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:43.872] [mlr3] Finished benchmark
## INFO [11:02:43.887] [bbotk] Result of batch 28:
## INFO [11:02:43.887] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:43.887] [bbotk] 2 314 TRUE extratrees 0.8394838 0.7197836 0
## INFO [11:02:43.887] [bbotk] errors runtime_learners uhash
## INFO [11:02:43.887] [bbotk] 0 0.305 50fd3baa-0b94-40a3-8ef9-57d4bd93a68a
## INFO [11:02:43.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:43.898] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:43.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:43.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:43.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:44.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:44.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:44.087] [mlr3] Finished benchmark
## INFO [11:02:44.099] [bbotk] Result of batch 29:
## INFO [11:02:44.100] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:44.100] [bbotk] 1 154 TRUE gini 0.2269295 0.6723007 0
## INFO [11:02:44.100] [bbotk] errors runtime_learners uhash
## INFO [11:02:44.100] [bbotk] 0 0.163 958fd9f0-1450-48d9-8793-be8fa77e6bcc
## INFO [11:02:44.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:44.111] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:44.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:44.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:44.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:44.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:44.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:44.397] [mlr3] Finished benchmark
## INFO [11:02:44.408] [bbotk] Result of batch 30:
## INFO [11:02:44.409] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:44.409] [bbotk] 1 330 FALSE extratrees 0.7543316 0.7365678 0
## INFO [11:02:44.409] [bbotk] errors runtime_learners uhash
## INFO [11:02:44.409] [bbotk] 0 0.261 37795b2b-5ab8-4496-9b86-54de892b3a27
## INFO [11:02:44.411] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:44.420] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:44.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:44.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:44.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:44.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:44.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:44.576] [mlr3] Finished benchmark
## INFO [11:02:44.610] [bbotk] Result of batch 31:
## INFO [11:02:44.611] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:44.611] [bbotk] 5 485 FALSE gini 0.4919569 0.6 0
## INFO [11:02:44.611] [bbotk] errors runtime_learners uhash
## INFO [11:02:44.611] [bbotk] 0 0.132 cf58223e-1cb7-464a-8f00-687cc1549e8b
## INFO [11:02:44.613] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:44.624] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:44.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:44.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:44.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:44.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:44.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:45.035] [mlr3] Finished benchmark
## INFO [11:02:45.046] [bbotk] Result of batch 32:
## INFO [11:02:45.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:45.047] [bbotk] 1 121 FALSE extratrees 0.9512055 0.6881446 0
## INFO [11:02:45.047] [bbotk] errors runtime_learners uhash
## INFO [11:02:45.047] [bbotk] 0 0.386 12251f5a-76bd-4a59-92e9-78663c2d36d5
## INFO [11:02:45.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:45.058] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:45.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:45.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:45.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:45.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:45.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:45.361] [mlr3] Finished benchmark
## INFO [11:02:45.372] [bbotk] Result of batch 33:
## INFO [11:02:45.373] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:45.373] [bbotk] 5 409 FALSE gini 0.9656745 0.7277155 0
## INFO [11:02:45.373] [bbotk] errors runtime_learners uhash
## INFO [11:02:45.373] [bbotk] 0 0.276 33a12bc6-0768-4db6-83f7-013fb36197d4
## INFO [11:02:45.375] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:45.384] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:45.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:45.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:45.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:45.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:45.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:45.580] [mlr3] Finished benchmark
## INFO [11:02:45.592] [bbotk] Result of batch 34:
## INFO [11:02:45.593] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:45.593] [bbotk] 3 258 TRUE gini 0.4056165 0.6516029 0
## INFO [11:02:45.593] [bbotk] errors runtime_learners uhash
## INFO [11:02:45.593] [bbotk] 0 0.175 b3186b11-62e8-450a-b0bc-de2dfb48f010
## INFO [11:02:45.595] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:45.603] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:45.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:45.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:45.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:45.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:46.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:46.185] [mlr3] Finished benchmark
## INFO [11:02:46.197] [bbotk] Result of batch 35:
## INFO [11:02:46.197] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:46.197] [bbotk] 3 101 TRUE extratrees 0.9154031 0.6920879 0
## INFO [11:02:46.197] [bbotk] errors runtime_learners uhash
## INFO [11:02:46.197] [bbotk] 0 0.556 05e7b760-a05b-4d57-8af1-839d17fe86c2
## INFO [11:02:46.199] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:46.208] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:46.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:46.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:46.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:46.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:46.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:46.494] [mlr3] Finished benchmark
## INFO [11:02:46.506] [bbotk] Result of batch 36:
## INFO [11:02:46.506] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:46.506] [bbotk] 2 173 FALSE extratrees 0.4188203 0.7269093 0
## INFO [11:02:46.506] [bbotk] errors runtime_learners uhash
## INFO [11:02:46.506] [bbotk] 0 0.26 cdb4fe00-66fd-4c70-a601-2a3803e12076
## INFO [11:02:46.508] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:46.518] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:46.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:46.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:46.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:46.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:46.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:46.792] [mlr3] Finished benchmark
## INFO [11:02:46.803] [bbotk] Result of batch 37:
## INFO [11:02:46.804] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:46.804] [bbotk] 4 436 FALSE gini 0.927623 0.7314539 0
## INFO [11:02:46.804] [bbotk] errors runtime_learners uhash
## INFO [11:02:46.804] [bbotk] 0 0.249 d75d03a5-6add-44de-b2fc-fe094090ebaa
## INFO [11:02:46.806] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:46.815] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:46.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:46.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:46.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:46.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:47.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:47.046] [mlr3] Finished benchmark
## INFO [11:02:47.057] [bbotk] Result of batch 38:
## INFO [11:02:47.058] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:47.058] [bbotk] 1 147 TRUE extratrees 0.266687 0.7344398 0
## INFO [11:02:47.058] [bbotk] errors runtime_learners uhash
## INFO [11:02:47.058] [bbotk] 0 0.208 c277a8f1-352a-4c53-8e11-2d531e9c96ac
## INFO [11:02:47.060] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:47.069] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:47.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:47.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:47.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:47.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:47.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:47.531] [mlr3] Finished benchmark
## INFO [11:02:47.543] [bbotk] Result of batch 39:
## INFO [11:02:47.544] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:47.544] [bbotk] 4 36 FALSE gini 0.3327578 0.729472 0
## INFO [11:02:47.544] [bbotk] errors runtime_learners uhash
## INFO [11:02:47.544] [bbotk] 0 0.435 e0eba703-38b6-411e-81c9-fb7d294b36fb
## INFO [11:02:47.546] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:47.554] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:47.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:47.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:47.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:47.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:47.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:48.111] [mlr3] Finished benchmark
## INFO [11:02:48.124] [bbotk] Result of batch 40:
## INFO [11:02:48.125] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:48.125] [bbotk] 5 130 TRUE extratrees 0.7935899 0.6819351 0
## INFO [11:02:48.125] [bbotk] errors runtime_learners uhash
## INFO [11:02:48.125] [bbotk] 0 0.529 eae26c7f-a358-4889-bffd-c49a4402bbd8
## INFO [11:02:48.127] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:48.136] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:48.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:48.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:48.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:48.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:48.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:48.436] [mlr3] Finished benchmark
## INFO [11:02:48.448] [bbotk] Result of batch 41:
## INFO [11:02:48.449] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:48.449] [bbotk] 4 87 TRUE gini 0.2662883 0.7047579 0
## INFO [11:02:48.449] [bbotk] errors runtime_learners uhash
## INFO [11:02:48.449] [bbotk] 0 0.277 421c1f18-53f5-4eb1-96f6-1dd230d8a5c9
## INFO [11:02:48.451] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:48.460] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:48.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:48.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:48.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:48.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:48.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:48.896] [mlr3] Finished benchmark
## INFO [11:02:48.907] [bbotk] Result of batch 42:
## INFO [11:02:48.908] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:48.908] [bbotk] 3 89 TRUE gini 0.6257121 0.722074 0
## INFO [11:02:48.908] [bbotk] errors runtime_learners uhash
## INFO [11:02:48.908] [bbotk] 0 0.408 3e2e8ef6-a8c1-4d60-8513-e3351298f502
## INFO [11:02:48.910] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:48.919] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:48.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:49.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:49.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:49.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:49.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:49.896] [mlr3] Finished benchmark
## INFO [11:02:49.908] [bbotk] Result of batch 43:
## INFO [11:02:49.908] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:49.908] [bbotk] 5 4 TRUE extratrees 0.6400987 0.8170214 0
## INFO [11:02:49.908] [bbotk] errors runtime_learners uhash
## INFO [11:02:49.908] [bbotk] 0 0.945 83051733-1e4e-461d-9fcd-98fd0f6ce026
## INFO [11:02:49.915] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:49.927] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:49.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:49.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:50.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:50.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:50.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:50.147] [mlr3] Finished benchmark
## INFO [11:02:50.159] [bbotk] Result of batch 44:
## INFO [11:02:50.160] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:50.160] [bbotk] 1 318 TRUE gini 0.5763738 0.6822506 0
## INFO [11:02:50.160] [bbotk] errors runtime_learners uhash
## INFO [11:02:50.160] [bbotk] 0 0.194 efb5ad61-b4e8-4596-89eb-cd0f19c6a981
## INFO [11:02:50.162] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:50.171] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:50.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:50.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:50.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:50.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:50.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:50.323] [mlr3] Finished benchmark
## INFO [11:02:50.342] [bbotk] Result of batch 45:
## INFO [11:02:50.342] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:50.342] [bbotk] 4 402 TRUE extratrees 0.2025143 0.6 0
## INFO [11:02:50.342] [bbotk] errors runtime_learners uhash
## INFO [11:02:50.342] [bbotk] 0 0.125 2ba5b6c1-4bfd-4675-a63d-d37afa80dbbc
## INFO [11:02:50.344] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:50.353] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:50.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:50.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:50.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:50.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:50.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:50.626] [mlr3] Finished benchmark
## INFO [11:02:50.653] [bbotk] Result of batch 46:
## INFO [11:02:50.654] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:50.654] [bbotk] 5 446 TRUE extratrees 0.712777 0.7232624 0
## INFO [11:02:50.654] [bbotk] errors runtime_learners uhash
## INFO [11:02:50.654] [bbotk] 0 0.248 c006014a-2aae-4bd0-88f9-99d2b24cf6ee
## INFO [11:02:50.657] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:50.670] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:50.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:50.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:50.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:50.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:50.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:50.990] [mlr3] Finished benchmark
## INFO [11:02:51.001] [bbotk] Result of batch 47:
## INFO [11:02:51.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:51.002] [bbotk] 2 227 TRUE extratrees 0.6512856 0.7085502 0
## INFO [11:02:51.002] [bbotk] errors runtime_learners uhash
## INFO [11:02:51.002] [bbotk] 0 0.293 fdc5d004-706d-4f6e-8f1f-6976034b7fe1
## INFO [11:02:51.004] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:51.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:51.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:51.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:51.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:51.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:51.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:51.275] [mlr3] Finished benchmark
## INFO [11:02:51.293] [bbotk] Result of batch 48:
## INFO [11:02:51.294] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:51.294] [bbotk] 2 420 FALSE extratrees 0.7866321 0.7308228 0
## INFO [11:02:51.294] [bbotk] errors runtime_learners uhash
## INFO [11:02:51.294] [bbotk] 0 0.238 803b4071-bc3f-4d26-8774-1fcdd255ab8c
## INFO [11:02:51.297] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:51.309] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:51.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:51.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:51.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:51.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:51.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:51.724] [mlr3] Finished benchmark
## INFO [11:02:51.735] [bbotk] Result of batch 49:
## INFO [11:02:51.736] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:51.736] [bbotk] 1 8 FALSE extratrees 0.1541777 0.6879936 0
## INFO [11:02:51.736] [bbotk] errors runtime_learners uhash
## INFO [11:02:51.736] [bbotk] 0 0.388 87205e59-4757-4707-a7c0-e35ba5667cd1
## INFO [11:02:51.738] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:51.747] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:51.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:51.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:51.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:51.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:52.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:52.065] [mlr3] Finished benchmark
## INFO [11:02:52.077] [bbotk] Result of batch 50:
## INFO [11:02:52.077] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:52.077] [bbotk] 3 310 TRUE gini 0.7431 0.6971735 0
## INFO [11:02:52.077] [bbotk] errors runtime_learners uhash
## INFO [11:02:52.077] [bbotk] 0 0.291 3b0c4845-5391-47b3-96af-d9cd5f08b41c
## INFO [11:02:52.079] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:52.088] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:52.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:52.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:52.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:52.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:52.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:52.333] [mlr3] Finished benchmark
## INFO [11:02:52.345] [bbotk] Result of batch 51:
## INFO [11:02:52.346] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:52.346] [bbotk] 2 463 FALSE extratrees 0.7471519 0.7345476 0
## INFO [11:02:52.346] [bbotk] errors runtime_learners uhash
## INFO [11:02:52.346] [bbotk] 0 0.219 60b1cf70-c098-4801-bc2d-12c10b11c1b8
## INFO [11:02:52.348] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:52.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:52.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:52.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:52.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:52.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:52.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:53.028] [mlr3] Finished benchmark
## INFO [11:02:53.040] [bbotk] Result of batch 52:
## INFO [11:02:53.046] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:53.046] [bbotk] 2 18 TRUE gini 0.9079802 0.7957558 0
## INFO [11:02:53.046] [bbotk] errors runtime_learners uhash
## INFO [11:02:53.046] [bbotk] 0 0.644 91a99401-cfdc-44ff-9307-7f07c28809f6
## INFO [11:02:53.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:53.063] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:53.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:53.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:53.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:53.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:53.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:53.238] [mlr3] Finished benchmark
## INFO [11:02:53.250] [bbotk] Result of batch 53:
## INFO [11:02:53.250] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:53.250] [bbotk] 4 500 FALSE gini 0.2341116 0.4 0
## INFO [11:02:53.250] [bbotk] errors runtime_learners uhash
## INFO [11:02:53.250] [bbotk] 0 0.152 7b86ff78-e7bf-4320-ae6f-8419df2ee42e
## INFO [11:02:53.252] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:53.262] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:53.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:53.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:53.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:53.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:53.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:53.549] [mlr3] Finished benchmark
## INFO [11:02:53.561] [bbotk] Result of batch 54:
## INFO [11:02:53.562] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:53.562] [bbotk] 5 243 TRUE gini 0.4984976 0.6949349 0
## INFO [11:02:53.562] [bbotk] errors runtime_learners uhash
## INFO [11:02:53.562] [bbotk] 0 0.265 3f3021e3-d639-46be-a4c0-19731a9f5bbb
## INFO [11:02:53.564] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:53.581] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:53.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:53.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:53.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:53.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:53.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:53.913] [mlr3] Finished benchmark
## INFO [11:02:53.924] [bbotk] Result of batch 55:
## INFO [11:02:53.925] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:53.925] [bbotk] 3 176 TRUE gini 0.5657719 0.6990966 0
## INFO [11:02:53.925] [bbotk] errors runtime_learners uhash
## INFO [11:02:53.925] [bbotk] 0 0.305 471754c6-5a4d-45b9-a368-31b8f389f485
## INFO [11:02:53.927] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:53.936] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:53.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:54.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:54.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:54.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:54.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:54.824] [mlr3] Finished benchmark
## INFO [11:02:54.836] [bbotk] Result of batch 56:
## INFO [11:02:54.837] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:54.837] [bbotk] 4 17 FALSE gini 0.8893762 0.8054178 0
## INFO [11:02:54.837] [bbotk] errors runtime_learners uhash
## INFO [11:02:54.837] [bbotk] 0 0.858 2c36b1d8-18a1-489b-8679-16a19b16e492
## INFO [11:02:54.839] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:54.848] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:54.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:54.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:55.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:55.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:55.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:55.226] [mlr3] Finished benchmark
## INFO [11:02:55.238] [bbotk] Result of batch 57:
## INFO [11:02:55.239] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:55.239] [bbotk] 2 311 TRUE extratrees 0.9706091 0.7100279 0
## INFO [11:02:55.239] [bbotk] errors runtime_learners uhash
## INFO [11:02:55.239] [bbotk] 0 0.35 5e31673a-99fc-4697-a92a-6f23a90e9731
## INFO [11:02:55.241] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:55.249] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:55.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:55.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:55.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:55.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:55.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:55.420] [mlr3] Finished benchmark
## INFO [11:02:55.433] [bbotk] Result of batch 58:
## INFO [11:02:55.434] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:55.434] [bbotk] 5 274 FALSE extratrees 0.289456 0.4 0
## INFO [11:02:55.434] [bbotk] errors runtime_learners uhash
## INFO [11:02:55.434] [bbotk] 0 0.148 4802005c-c5a7-4714-80bd-7efe86fd2f24
## INFO [11:02:55.436] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:55.445] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:55.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:55.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:55.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:55.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:55.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:55.727] [mlr3] Finished benchmark
## INFO [11:02:55.738] [bbotk] Result of batch 59:
## INFO [11:02:55.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:55.739] [bbotk] 2 249 TRUE gini 0.5695443 0.6953695 0
## INFO [11:02:55.739] [bbotk] errors runtime_learners uhash
## INFO [11:02:55.739] [bbotk] 0 0.253 15382949-c7b0-45d3-8fe0-4b98ff4c5a0e
## INFO [11:02:55.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:55.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:55.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:55.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:55.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:55.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:55.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:55.944] [mlr3] Finished benchmark
## INFO [11:02:55.959] [bbotk] Result of batch 60:
## INFO [11:02:55.960] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:55.960] [bbotk] 2 165 FALSE gini 0.1802454 0.4 0
## INFO [11:02:55.960] [bbotk] errors runtime_learners uhash
## INFO [11:02:55.960] [bbotk] 0 0.166 2da8b0ab-195e-44be-9897-586c6db5aa76
## INFO [11:02:55.962] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:55.971] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:55.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:56.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:56.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:56.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:56.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:56.155] [mlr3] Finished benchmark
## INFO [11:02:56.167] [bbotk] Result of batch 61:
## INFO [11:02:56.168] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:56.168] [bbotk] 2 232 TRUE extratrees 0.2798258 0.7038255 0
## INFO [11:02:56.168] [bbotk] errors runtime_learners uhash
## INFO [11:02:56.168] [bbotk] 0 0.159 3bf3a1a9-19d2-4b5d-8aa3-7dd7e9a3b510
## INFO [11:02:56.170] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:56.179] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:56.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:56.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:56.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:56.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:56.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:56.428] [mlr3] Finished benchmark
## INFO [11:02:56.440] [bbotk] Result of batch 62:
## INFO [11:02:56.441] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:56.441] [bbotk] 1 253 TRUE gini 0.5244588 0.6861379 0
## INFO [11:02:56.441] [bbotk] errors runtime_learners uhash
## INFO [11:02:56.441] [bbotk] 0 0.215 12f97546-ff62-446f-8a5b-b0eb9e096423
## INFO [11:02:56.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:56.451] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:56.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:56.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:56.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:56.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:56.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:56.806] [mlr3] Finished benchmark
## INFO [11:02:56.822] [bbotk] Result of batch 63:
## INFO [11:02:56.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:56.823] [bbotk] 4 325 TRUE extratrees 0.8135084 0.7154057 0
## INFO [11:02:56.823] [bbotk] errors runtime_learners uhash
## INFO [11:02:56.823] [bbotk] 0 0.329 6b5830f6-fa59-4b16-a199-ec2dab765c86
## INFO [11:02:56.827] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:56.841] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:56.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:56.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:56.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:56.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:56.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:57.019] [mlr3] Finished benchmark
## INFO [11:02:57.032] [bbotk] Result of batch 64:
## INFO [11:02:57.032] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:57.032] [bbotk] 4 329 FALSE extratrees 0.2671073 0.6 0
## INFO [11:02:57.032] [bbotk] errors runtime_learners uhash
## INFO [11:02:57.032] [bbotk] 0 0.152 6e09b072-8859-4e36-a0d6-aec81d2165fe
## INFO [11:02:57.034] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:57.044] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:57.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:57.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:57.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:57.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:57.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:57.456] [mlr3] Finished benchmark
## INFO [11:02:57.472] [bbotk] Result of batch 65:
## INFO [11:02:57.473] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:57.473] [bbotk] 3 261 TRUE extratrees 0.9152362 0.6971437 0
## INFO [11:02:57.473] [bbotk] errors runtime_learners uhash
## INFO [11:02:57.473] [bbotk] 0 0.384 36d75e39-aaa9-47d4-9d5c-da36dc5948fe
## INFO [11:02:57.475] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:57.484] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:57.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:57.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:57.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:57.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:57.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:57.895] [mlr3] Finished benchmark
## INFO [11:02:57.907] [bbotk] Result of batch 66:
## INFO [11:02:57.907] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:57.907] [bbotk] 5 224 FALSE gini 0.8395016 0.7278368 0
## INFO [11:02:57.907] [bbotk] errors runtime_learners uhash
## INFO [11:02:57.907] [bbotk] 0 0.388 bdc67089-f318-4077-8aad-886218c6d8f8
## INFO [11:02:57.910] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:57.927] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:57.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:57.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:58.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:58.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:58.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:58.206] [mlr3] Finished benchmark
## INFO [11:02:58.218] [bbotk] Result of batch 67:
## INFO [11:02:58.219] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:58.219] [bbotk] 1 99 FALSE extratrees 0.2248751 0.7307015 0
## INFO [11:02:58.219] [bbotk] errors runtime_learners uhash
## INFO [11:02:58.219] [bbotk] 0 0.251 416dd059-d12c-483a-bb97-fcd2933f098a
## INFO [11:02:58.221] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:58.230] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:58.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:58.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:58.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:58.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:58.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:58.407] [mlr3] Finished benchmark
## INFO [11:02:58.422] [bbotk] Result of batch 68:
## INFO [11:02:58.423] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:58.423] [bbotk] 4 463 FALSE gini 0.3456537 0.6 0
## INFO [11:02:58.423] [bbotk] errors runtime_learners uhash
## INFO [11:02:58.423] [bbotk] 0 0.149 964a031b-59c6-4d3c-99b5-ed658c5ecc22
## INFO [11:02:58.425] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:58.434] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:58.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:58.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:58.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:58.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:58.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:58.587] [mlr3] Finished benchmark
## INFO [11:02:58.599] [bbotk] Result of batch 69:
## INFO [11:02:58.600] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:58.600] [bbotk] 3 228 TRUE extratrees 0.220048 0.6 0
## INFO [11:02:58.600] [bbotk] errors runtime_learners uhash
## INFO [11:02:58.600] [bbotk] 0 0.129 74322117-9779-4edd-b382-81e1c1f1485b
## INFO [11:02:58.602] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:58.611] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:58.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:58.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:58.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:58.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:59.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:59.101] [mlr3] Finished benchmark
## INFO [11:02:59.113] [bbotk] Result of batch 70:
## INFO [11:02:59.114] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:59.114] [bbotk] 4 129 TRUE extratrees 0.7293322 0.6841737 0
## INFO [11:02:59.114] [bbotk] errors runtime_learners uhash
## INFO [11:02:59.114] [bbotk] 0 0.46 9f45a2c5-7b2d-496e-80fc-701acd839602
## INFO [11:02:59.116] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:59.125] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:59.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:59.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:59.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:59.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:59.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:59.497] [mlr3] Finished benchmark
## INFO [11:02:59.509] [bbotk] Result of batch 71:
## INFO [11:02:59.510] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:59.510] [bbotk] 1 197 TRUE extratrees 0.3501242 0.732638 0
## INFO [11:02:59.510] [bbotk] errors runtime_learners uhash
## INFO [11:02:59.510] [bbotk] 0 0.215 88b145fb-d877-4bc4-b62d-4d42f1518ab0
## INFO [11:02:59.512] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:59.520] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:59.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:59.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:59.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:59.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:02:59.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:02:59.669] [mlr3] Finished benchmark
## INFO [11:02:59.682] [bbotk] Result of batch 72:
## INFO [11:02:59.683] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:02:59.683] [bbotk] 5 459 TRUE gini 0.4468398 0.6 0
## INFO [11:02:59.683] [bbotk] errors runtime_learners uhash
## INFO [11:02:59.683] [bbotk] 0 0.126 99ea3b5b-4d70-4c38-9bea-4ae8463c5520
## INFO [11:02:59.685] [bbotk] Evaluating 1 configuration(s)
## INFO [11:02:59.694] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:02:59.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:02:59.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:02:59.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:02:59.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:00.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:00.087] [mlr3] Finished benchmark
## INFO [11:03:00.099] [bbotk] Result of batch 73:
## INFO [11:03:00.100] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:00.100] [bbotk] 4 220 FALSE gini 0.8219408 0.7297733 0
## INFO [11:03:00.100] [bbotk] errors runtime_learners uhash
## INFO [11:03:00.100] [bbotk] 0 0.366 44a132a0-6c10-4a16-a71f-2ff1e9cd522a
## INFO [11:03:00.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:00.116] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:00.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:00.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:00.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:00.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:00.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:00.514] [mlr3] Finished benchmark
## INFO [11:03:00.526] [bbotk] Result of batch 74:
## INFO [11:03:00.526] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:00.526] [bbotk] 5 110 TRUE gini 0.438725 0.7028888 0
## INFO [11:03:00.526] [bbotk] errors runtime_learners uhash
## INFO [11:03:00.526] [bbotk] 0 0.372 d78f6761-75ac-49e7-9297-1bf92297447c
## INFO [11:03:00.528] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:00.537] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:00.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:00.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:00.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:00.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:00.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:00.974] [mlr3] Finished benchmark
## INFO [11:03:00.986] [bbotk] Result of batch 75:
## INFO [11:03:00.987] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:00.987] [bbotk] 3 138 TRUE gini 0.8089511 0.7163289 0
## INFO [11:03:00.987] [bbotk] errors runtime_learners uhash
## INFO [11:03:00.987] [bbotk] 0 0.411 e848fed4-6916-49eb-86ca-9cf2342600b8
## INFO [11:03:00.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:00.998] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:01.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:01.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:01.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:01.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:01.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:01.393] [mlr3] Finished benchmark
## INFO [11:03:01.404] [bbotk] Result of batch 76:
## INFO [11:03:01.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:01.405] [bbotk] 3 164 TRUE extratrees 0.6789106 0.6918177 0
## INFO [11:03:01.405] [bbotk] errors runtime_learners uhash
## INFO [11:03:01.405] [bbotk] 0 0.37 afae38f7-b19e-4a3b-80ba-ff806798ab2f
## INFO [11:03:01.407] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:01.416] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:01.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:01.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:01.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:01.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:01.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:01.587] [mlr3] Finished benchmark
## INFO [11:03:01.599] [bbotk] Result of batch 77:
## INFO [11:03:01.600] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:01.600] [bbotk] 5 434 FALSE extratrees 0.2916272 0.6 0
## INFO [11:03:01.600] [bbotk] errors runtime_learners uhash
## INFO [11:03:01.600] [bbotk] 0 0.147 021cc5bb-cce5-49d1-b849-c9af960f4245
## INFO [11:03:01.602] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:01.611] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:01.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:01.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:01.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:01.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:01.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:01.896] [mlr3] Finished benchmark
## INFO [11:03:01.909] [bbotk] Result of batch 78:
## INFO [11:03:01.909] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:01.909] [bbotk] 4 405 FALSE gini 0.9067002 0.7296521 0
## INFO [11:03:01.909] [bbotk] errors runtime_learners uhash
## INFO [11:03:01.909] [bbotk] 0 0.262 8a538f28-b9a1-4522-a9d7-b88e7cbed65a
## INFO [11:03:01.916] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:01.925] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:01.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:01.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:02.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:02.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:02.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:02.129] [mlr3] Finished benchmark
## INFO [11:03:02.141] [bbotk] Result of batch 79:
## INFO [11:03:02.142] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:02.142] [bbotk] 2 135 TRUE gini 0.2339605 0.6685758 0
## INFO [11:03:02.142] [bbotk] errors runtime_learners uhash
## INFO [11:03:02.142] [bbotk] 0 0.181 f6ec93ea-7f31-490f-953e-0adee1202c48
## INFO [11:03:02.144] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:02.152] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:02.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:02.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:02.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:02.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:02.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:02.444] [mlr3] Finished benchmark
## INFO [11:03:02.456] [bbotk] Result of batch 80:
## INFO [11:03:02.457] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:02.457] [bbotk] 3 275 TRUE gini 0.6273061 0.6955206 0
## INFO [11:03:02.457] [bbotk] errors runtime_learners uhash
## INFO [11:03:02.457] [bbotk] 0 0.268 033a53d9-2ae1-4ce2-86e8-6a9f250f30fa
## INFO [11:03:02.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:02.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:02.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:02.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:02.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:02.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:02.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:02.697] [mlr3] Finished benchmark
## INFO [11:03:02.709] [bbotk] Result of batch 81:
## INFO [11:03:02.710] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:02.710] [bbotk] 1 129 TRUE gini 0.2839595 0.691734 0
## INFO [11:03:02.710] [bbotk] errors runtime_learners uhash
## INFO [11:03:02.710] [bbotk] 0 0.199 0b217b4d-197f-468c-a6ce-13d1dadaea4c
## INFO [11:03:02.712] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:02.720] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:02.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:02.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:02.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:02.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:02.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:02.897] [mlr3] Finished benchmark
## INFO [11:03:02.910] [bbotk] Result of batch 82:
## INFO [11:03:02.910] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:02.910] [bbotk] 2 457 FALSE extratrees 0.2191952 0.6 0
## INFO [11:03:02.910] [bbotk] errors runtime_learners uhash
## INFO [11:03:02.910] [bbotk] 0 0.153 a14198a4-86b6-4bb2-8aae-b4dd6d5379e1
## INFO [11:03:02.912] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:02.921] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:02.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:03.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:03.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:03.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:03.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:03.582] [mlr3] Finished benchmark
## INFO [11:03:03.594] [bbotk] Result of batch 83:
## INFO [11:03:03.595] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:03.595] [bbotk] 5 49 FALSE extratrees 0.7052364 0.7015061 0
## INFO [11:03:03.595] [bbotk] errors runtime_learners uhash
## INFO [11:03:03.595] [bbotk] 0 0.634 d908feab-8714-43f8-b1b3-3361bed8d1d4
## INFO [11:03:03.597] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:03.606] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:03.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:03.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:03.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:03.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:03.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:03.756] [mlr3] Finished benchmark
## INFO [11:03:03.768] [bbotk] Result of batch 84:
## INFO [11:03:03.769] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:03.769] [bbotk] 4 411 TRUE extratrees 0.46936 0.6 0
## INFO [11:03:03.769] [bbotk] errors runtime_learners uhash
## INFO [11:03:03.769] [bbotk] 0 0.125 d05068b9-ac1c-4104-9d79-0dee7c15de79
## INFO [11:03:03.771] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:03.780] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:03.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:03.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:03.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:03.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:03.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:03.952] [mlr3] Finished benchmark
## INFO [11:03:03.965] [bbotk] Result of batch 85:
## INFO [11:03:03.965] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:03.965] [bbotk] 1 436 FALSE gini 0.2794677 0.6 0
## INFO [11:03:03.965] [bbotk] errors runtime_learners uhash
## INFO [11:03:03.965] [bbotk] 0 0.147 a8ae239c-247e-4546-a521-9659cc9547c0
## INFO [11:03:03.967] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:03.980] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:03.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:04.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:04.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:04.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:04.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:04.513] [mlr3] Finished benchmark
## INFO [11:03:04.525] [bbotk] Result of batch 86:
## INFO [11:03:04.526] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:04.526] [bbotk] 4 91 TRUE gini 0.7707775 0.7292018 0
## INFO [11:03:04.526] [bbotk] errors runtime_learners uhash
## INFO [11:03:04.526] [bbotk] 0 0.503 1452ccc9-db62-4381-b2ec-84703a320ef9
## INFO [11:03:04.528] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:04.536] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:04.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:04.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:04.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:04.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:04.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:04.762] [mlr3] Finished benchmark
## INFO [11:03:04.774] [bbotk] Result of batch 87:
## INFO [11:03:04.775] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:04.775] [bbotk] 5 416 TRUE gini 0.5825405 0.6593143 0
## INFO [11:03:04.775] [bbotk] errors runtime_learners uhash
## INFO [11:03:04.775] [bbotk] 0 0.202 8af728b6-25e1-4a43-ba38-d4eaf5efa068
## INFO [11:03:04.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:04.790] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:04.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:04.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:04.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:04.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:04.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:04.971] [mlr3] Finished benchmark
## INFO [11:03:04.983] [bbotk] Result of batch 88:
## INFO [11:03:04.984] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:04.984] [bbotk] 4 216 FALSE gini 0.1205144 0.4 0
## INFO [11:03:04.984] [bbotk] errors runtime_learners uhash
## INFO [11:03:04.984] [bbotk] 0 0.159 1a395191-15e2-4613-9d16-b0193b567ec4
## INFO [11:03:04.986] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:04.994] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:04.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:05.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:05.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:05.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:05.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:05.413] [mlr3] Finished benchmark
## INFO [11:03:05.425] [bbotk] Result of batch 89:
## INFO [11:03:05.426] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:05.426] [bbotk] 3 125 FALSE extratrees 0.7016294 0.6859755 0
## INFO [11:03:05.426] [bbotk] errors runtime_learners uhash
## INFO [11:03:05.426] [bbotk] 0 0.395 f210d89e-ceca-4292-b86e-fd136b3346d5
## INFO [11:03:05.428] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:05.436] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:05.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:05.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:05.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:05.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:05.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:05.673] [mlr3] Finished benchmark
## INFO [11:03:05.685] [bbotk] Result of batch 90:
## INFO [11:03:05.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:05.685] [bbotk] 5 444 FALSE gini 0.5463881 0.6593143 0
## INFO [11:03:05.685] [bbotk] errors runtime_learners uhash
## INFO [11:03:05.685] [bbotk] 0 0.211 4aee4c17-f855-41ea-bfec-399750e93c45
## INFO [11:03:05.687] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:05.696] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:05.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:05.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:05.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:05.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:05.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:05.850] [mlr3] Finished benchmark
## INFO [11:03:05.862] [bbotk] Result of batch 91:
## INFO [11:03:05.863] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:05.863] [bbotk] 4 449 TRUE extratrees 0.2175455 0.6 0
## INFO [11:03:05.863] [bbotk] errors runtime_learners uhash
## INFO [11:03:05.863] [bbotk] 0 0.131 b418e4dd-37f9-447a-90fa-2382e3d63257
## INFO [11:03:05.865] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:05.874] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:05.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:05.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:05.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:06.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:06.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:06.140] [mlr3] Finished benchmark
## INFO [11:03:06.152] [bbotk] Result of batch 92:
## INFO [11:03:06.152] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:06.152] [bbotk] 5 400 TRUE gini 0.7110327 0.6709499 0
## INFO [11:03:06.152] [bbotk] errors runtime_learners uhash
## INFO [11:03:06.152] [bbotk] 0 0.24 d0fee098-3be9-40bc-a80d-0646245439f9
## INFO [11:03:06.154] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:06.163] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:06.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:06.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:06.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:06.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:06.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:06.343] [mlr3] Finished benchmark
## INFO [11:03:06.355] [bbotk] Result of batch 93:
## INFO [11:03:06.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:06.356] [bbotk] 4 179 FALSE gini 0.1504734 0.6 0
## INFO [11:03:06.356] [bbotk] errors runtime_learners uhash
## INFO [11:03:06.356] [bbotk] 0 0.155 c9caf54d-7345-4e80-b1c0-d0e20e66c5af
## INFO [11:03:06.358] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:06.367] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:06.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:06.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:06.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:06.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:06.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:06.527] [mlr3] Finished benchmark
## INFO [11:03:06.542] [bbotk] Result of batch 94:
## INFO [11:03:06.543] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:06.543] [bbotk] 2 432 FALSE extratrees 0.4340663 0.6 0
## INFO [11:03:06.543] [bbotk] errors runtime_learners uhash
## INFO [11:03:06.543] [bbotk] 0 0.139 56d2563f-b690-4a7f-af5b-7c6c693ddd7c
## INFO [11:03:06.545] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:06.554] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:06.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:06.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:06.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:06.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:06.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:06.936] [mlr3] Finished benchmark
## INFO [11:03:06.948] [bbotk] Result of batch 95:
## INFO [11:03:06.948] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:06.948] [bbotk] 3 145 TRUE extratrees 0.626995 0.6900159 0
## INFO [11:03:06.948] [bbotk] errors runtime_learners uhash
## INFO [11:03:06.948] [bbotk] 0 0.356 b58496b6-d895-4831-88ee-7594e0e50524
## INFO [11:03:06.951] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:06.960] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:06.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:07.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:07.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:07.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:07.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:07.208] [mlr3] Finished benchmark
## INFO [11:03:07.220] [bbotk] Result of batch 96:
## INFO [11:03:07.221] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:07.221] [bbotk] 3 81 FALSE extratrees 0.144296 0.7269093 0
## INFO [11:03:07.221] [bbotk] errors runtime_learners uhash
## INFO [11:03:07.221] [bbotk] 0 0.223 02090a2c-fc05-49cd-8e2d-3aea83e6a343
## INFO [11:03:07.223] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:07.231] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:07.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:07.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:07.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:07.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:07.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:07.623] [mlr3] Finished benchmark
## INFO [11:03:07.636] [bbotk] Result of batch 97:
## INFO [11:03:07.637] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:07.637] [bbotk] 4 296 TRUE extratrees 0.878022 0.6953419 0
## INFO [11:03:07.637] [bbotk] errors runtime_learners uhash
## INFO [11:03:07.637] [bbotk] 0 0.367 1831078e-6987-46e1-b3a0-8a8c83c2d500
## INFO [11:03:07.639] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:07.648] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:07.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:07.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:08.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:08.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:08.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:08.653] [mlr3] Finished benchmark
## INFO [11:03:08.665] [bbotk] Result of batch 98:
## INFO [11:03:08.666] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:08.666] [bbotk] 5 13 TRUE gini 0.9639688 0.8102354 0
## INFO [11:03:08.666] [bbotk] errors runtime_learners uhash
## INFO [11:03:08.666] [bbotk] 0 0.976 ee76c396-7e50-4a82-998e-16864426f74d
## INFO [11:03:08.668] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:08.677] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:08.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:08.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:08.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:08.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:08.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:08.897] [mlr3] Finished benchmark
## INFO [11:03:08.909] [bbotk] Result of batch 99:
## INFO [11:03:08.910] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:08.910] [bbotk] 1 418 TRUE extratrees 0.5706479 0.7260044 0
## INFO [11:03:08.910] [bbotk] errors runtime_learners uhash
## INFO [11:03:08.910] [bbotk] 0 0.195 814edf99-406a-4d34-8854-c888857ebfcf
## INFO [11:03:08.912] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:08.921] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:08.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:08.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:09.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:09.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:09.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:09.183] [mlr3] Finished benchmark
## INFO [11:03:09.195] [bbotk] Result of batch 100:
## INFO [11:03:09.196] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:09.196] [bbotk] 1 103 TRUE gini 0.3458382 0.6917319 0
## INFO [11:03:09.196] [bbotk] errors runtime_learners uhash
## INFO [11:03:09.196] [bbotk] 0 0.238 ff901f3e-c2d2-41c3-8ec4-e07cba6782bc
## INFO [11:03:09.198] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:09.207] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:09.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:09.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:09.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:09.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:09.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:09.423] [mlr3] Finished benchmark
## INFO [11:03:09.436] [bbotk] Result of batch 101:
## INFO [11:03:09.436] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:09.436] [bbotk] 4 429 TRUE gini 0.5336173 0.6513845 0
## INFO [11:03:09.436] [bbotk] errors runtime_learners uhash
## INFO [11:03:09.436] [bbotk] 0 0.193 e61cdbfa-ac0d-4e00-9cc7-e2cec43fcd38
## INFO [11:03:09.438] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:09.447] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:09.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:09.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:09.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:09.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:09.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:09.747] [mlr3] Finished benchmark
## INFO [11:03:09.759] [bbotk] Result of batch 102:
## INFO [11:03:09.760] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:09.760] [bbotk] 2 271 FALSE gini 0.8823185 0.6991618 0
## INFO [11:03:09.760] [bbotk] errors runtime_learners uhash
## INFO [11:03:09.760] [bbotk] 0 0.273 8fe819f0-3dd2-4ae1-9bfc-cfcbe76077ee
## INFO [11:03:09.762] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:09.771] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:09.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:09.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:09.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:09.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:09.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:09.961] [mlr3] Finished benchmark
## INFO [11:03:09.973] [bbotk] Result of batch 103:
## INFO [11:03:09.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:09.974] [bbotk] 2 350 TRUE gini 0.1201165 0.4 0
## INFO [11:03:09.974] [bbotk] errors runtime_learners uhash
## INFO [11:03:09.974] [bbotk] 0 0.163 81847d97-02e6-4d89-9156-6af600c93caa
## INFO [11:03:09.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:09.984] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:09.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:10.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:10.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:10.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:10.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:10.467] [mlr3] Finished benchmark
## INFO [11:03:10.480] [bbotk] Result of batch 104:
## INFO [11:03:10.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:10.480] [bbotk] 5 90 TRUE gini 0.5737893 0.7200538 0
## INFO [11:03:10.480] [bbotk] errors runtime_learners uhash
## INFO [11:03:10.480] [bbotk] 0 0.458 0d523907-85f7-4e50-ace5-581ba492714c
## INFO [11:03:10.483] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:10.492] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:10.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:10.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:10.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:10.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:10.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:10.752] [mlr3] Finished benchmark
## INFO [11:03:10.764] [bbotk] Result of batch 105:
## INFO [11:03:10.765] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:10.765] [bbotk] 1 50 TRUE extratrees 0.1354342 0.7233057 0
## INFO [11:03:10.765] [bbotk] errors runtime_learners uhash
## INFO [11:03:10.765] [bbotk] 0 0.233 235294f8-af9d-4d24-b60e-fbe4f37bbde3
## INFO [11:03:10.767] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:10.776] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:10.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:10.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:10.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:11.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:11.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:11.332] [mlr3] Finished benchmark
## INFO [11:03:11.344] [bbotk] Result of batch 106:
## INFO [11:03:11.344] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:11.344] [bbotk] 3 76 FALSE extratrees 0.8730415 0.6879504 0
## INFO [11:03:11.344] [bbotk] errors runtime_learners uhash
## INFO [11:03:11.344] [bbotk] 0 0.533 c276fc47-22b8-44f4-9b6f-aacd5f1f2d0d
## INFO [11:03:11.347] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:11.355] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:11.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:11.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:11.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:11.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:11.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:11.710] [mlr3] Finished benchmark
## INFO [11:03:11.722] [bbotk] Result of batch 107:
## INFO [11:03:11.723] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:11.723] [bbotk] 1 94 TRUE extratrees 0.4768866 0.7010983 0
## INFO [11:03:11.723] [bbotk] errors runtime_learners uhash
## INFO [11:03:11.723] [bbotk] 0 0.326 ea231dba-95d6-4255-abb0-9de056a33da5
## INFO [11:03:11.725] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:11.733] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:11.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:11.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:11.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:11.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:11.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:11.885] [mlr3] Finished benchmark
## INFO [11:03:11.897] [bbotk] Result of batch 108:
## INFO [11:03:11.897] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:11.897] [bbotk] 1 374 TRUE extratrees 0.2632609 0.6 0
## INFO [11:03:11.897] [bbotk] errors runtime_learners uhash
## INFO [11:03:11.897] [bbotk] 0 0.128 6740d22e-af8e-4878-9dd8-c516da29baa1
## INFO [11:03:11.900] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:11.909] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:11.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:11.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:12.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:12.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:12.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:12.178] [mlr3] Finished benchmark
## INFO [11:03:12.190] [bbotk] Result of batch 109:
## INFO [11:03:12.191] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:12.191] [bbotk] 2 221 FALSE extratrees 0.4182639 0.7328948 0
## INFO [11:03:12.191] [bbotk] errors runtime_learners uhash
## INFO [11:03:12.191] [bbotk] 0 0.239 9469152a-d09e-4666-8704-52e615b85dc7
## INFO [11:03:12.193] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:12.202] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:12.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:12.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:12.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:12.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:12.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:12.491] [mlr3] Finished benchmark
## INFO [11:03:12.504] [bbotk] Result of batch 110:
## INFO [11:03:12.504] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:12.504] [bbotk] 2 222 FALSE extratrees 0.546938 0.7231844 0
## INFO [11:03:12.504] [bbotk] errors runtime_learners uhash
## INFO [11:03:12.504] [bbotk] 0 0.264 8d94da1a-0791-404f-8c1a-02171ae89efa
## INFO [11:03:12.506] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:12.515] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:12.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:12.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:12.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:12.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:12.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:12.722] [mlr3] Finished benchmark
## INFO [11:03:12.734] [bbotk] Result of batch 111:
## INFO [11:03:12.735] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:12.735] [bbotk] 3 303 TRUE gini 0.462044 0.6513845 0
## INFO [11:03:12.735] [bbotk] errors runtime_learners uhash
## INFO [11:03:12.735] [bbotk] 0 0.181 b761f35a-d3e7-4b8d-bb3d-551c0f5099b6
## INFO [11:03:12.737] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:12.746] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:12.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:12.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:12.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:12.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:12.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:12.898] [mlr3] Finished benchmark
## INFO [11:03:12.910] [bbotk] Result of batch 112:
## INFO [11:03:12.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:12.911] [bbotk] 2 214 TRUE gini 0.2125567 0.4 0
## INFO [11:03:12.911] [bbotk] errors runtime_learners uhash
## INFO [11:03:12.911] [bbotk] 0 0.125 a7ff2afb-ce05-4f22-bc8b-2403b50f86e0
## INFO [11:03:12.913] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:12.922] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:12.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:12.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:12.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:13.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:13.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:13.081] [mlr3] Finished benchmark
## INFO [11:03:13.094] [bbotk] Result of batch 113:
## INFO [11:03:13.095] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:13.095] [bbotk] 5 467 TRUE gini 0.2318831 0.6 0
## INFO [11:03:13.095] [bbotk] errors runtime_learners uhash
## INFO [11:03:13.095] [bbotk] 0 0.134 94072780-0fe0-4857-b1c9-bbb84c6012ad
## INFO [11:03:13.097] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:13.106] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:13.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:13.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:13.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:13.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:13.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:13.334] [mlr3] Finished benchmark
## INFO [11:03:13.346] [bbotk] Result of batch 114:
## INFO [11:03:13.347] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:13.347] [bbotk] 3 400 FALSE extratrees 0.5595402 0.7288863 0
## INFO [11:03:13.347] [bbotk] errors runtime_learners uhash
## INFO [11:03:13.347] [bbotk] 0 0.202 3983241a-3a33-464e-921d-ebef4b1d539a
## INFO [11:03:13.349] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:13.358] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:13.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:13.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:13.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:13.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:13.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:13.518] [mlr3] Finished benchmark
## INFO [11:03:13.530] [bbotk] Result of batch 115:
## INFO [11:03:13.531] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:13.531] [bbotk] 5 374 TRUE extratrees 0.175306 0.6 0
## INFO [11:03:13.531] [bbotk] errors runtime_learners uhash
## INFO [11:03:13.531] [bbotk] 0 0.129 bc3f3757-56d9-4e8b-a79f-1c22adcd9743
## INFO [11:03:13.533] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:13.542] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:13.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:13.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:13.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:13.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:13.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:13.696] [mlr3] Finished benchmark
## INFO [11:03:13.709] [bbotk] Result of batch 116:
## INFO [11:03:13.710] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:13.710] [bbotk] 3 389 TRUE extratrees 0.2650359 0.6 0
## INFO [11:03:13.710] [bbotk] errors runtime_learners uhash
## INFO [11:03:13.710] [bbotk] 0 0.129 c01174fb-be3c-4b1f-8d24-0c5fd1ddf9bf
## INFO [11:03:13.712] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:13.721] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:13.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:13.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:13.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:13.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:13.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:13.985] [mlr3] Finished benchmark
## INFO [11:03:13.998] [bbotk] Result of batch 117:
## INFO [11:03:13.999] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:13.999] [bbotk] 4 495 FALSE extratrees 0.7763875 0.7271518 0
## INFO [11:03:13.999] [bbotk] errors runtime_learners uhash
## INFO [11:03:13.999] [bbotk] 0 0.236 35e5634e-431b-4b5d-8957-7c16671343d8
## INFO [11:03:14.001] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:14.010] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:14.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:14.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:14.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:14.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:14.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:14.168] [mlr3] Finished benchmark
## INFO [11:03:14.181] [bbotk] Result of batch 118:
## INFO [11:03:14.182] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:14.182] [bbotk] 1 257 TRUE extratrees 0.135161 0.4 0
## INFO [11:03:14.182] [bbotk] errors runtime_learners uhash
## INFO [11:03:14.182] [bbotk] 0 0.13 7e8a11b1-2df0-4d2b-b4e1-9e6567be20fb
## INFO [11:03:14.184] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:14.193] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:14.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:14.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:14.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:14.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:14.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:14.369] [mlr3] Finished benchmark
## INFO [11:03:14.382] [bbotk] Result of batch 119:
## INFO [11:03:14.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:14.382] [bbotk] 3 377 TRUE gini 0.3857403 0.6 0
## INFO [11:03:14.382] [bbotk] errors runtime_learners uhash
## INFO [11:03:14.382] [bbotk] 0 0.131 62478eff-ee2e-4dc6-bc2c-1f4bd9177fcc
## INFO [11:03:14.385] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:14.394] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:14.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:14.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:14.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:14.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:14.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:14.744] [mlr3] Finished benchmark
## INFO [11:03:14.756] [bbotk] Result of batch 120:
## INFO [11:03:14.757] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:14.757] [bbotk] 3 60 TRUE gini 0.2912352 0.7144597 0
## INFO [11:03:14.757] [bbotk] errors runtime_learners uhash
## INFO [11:03:14.757] [bbotk] 0 0.323 7daea959-4fcb-4a0b-a56c-779685d540d4
## INFO [11:03:14.759] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:14.768] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:14.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:14.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:14.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:14.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:14.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:15.024] [mlr3] Finished benchmark
## INFO [11:03:15.036] [bbotk] Result of batch 121:
## INFO [11:03:15.037] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:15.037] [bbotk] 2 196 TRUE gini 0.4089344 0.6877255 0
## INFO [11:03:15.037] [bbotk] errors runtime_learners uhash
## INFO [11:03:15.037] [bbotk] 0 0.219 bd881953-d357-4f3e-b2f8-4ff2948c23a9
## INFO [11:03:15.039] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:15.048] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:15.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:15.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:15.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:15.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:15.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:15.675] [mlr3] Finished benchmark
## INFO [11:03:15.687] [bbotk] Result of batch 122:
## INFO [11:03:15.688] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:15.688] [bbotk] 5 51 FALSE gini 0.646885 0.751278 0
## INFO [11:03:15.688] [bbotk] errors runtime_learners uhash
## INFO [11:03:15.688] [bbotk] 0 0.6 515844ff-5b00-4cef-b357-d09cf3d06794
## INFO [11:03:15.690] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:15.699] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:15.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:15.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:15.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:15.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:15.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:15.965] [mlr3] Finished benchmark
## INFO [11:03:15.978] [bbotk] Result of batch 123:
## INFO [11:03:15.978] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:15.978] [bbotk] 1 270 FALSE gini 0.6621132 0.6919801 0
## INFO [11:03:15.978] [bbotk] errors runtime_learners uhash
## INFO [11:03:15.978] [bbotk] 0 0.24 f2812969-2852-4836-9d5e-f3224da58ed3
## INFO [11:03:15.980] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:15.989] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:15.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:16.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:16.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:16.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:16.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:16.168] [mlr3] Finished benchmark
## INFO [11:03:16.180] [bbotk] Result of batch 124:
## INFO [11:03:16.181] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:16.181] [bbotk] 4 237 FALSE extratrees 0.15707 0.6 0
## INFO [11:03:16.181] [bbotk] errors runtime_learners uhash
## INFO [11:03:16.181] [bbotk] 0 0.153 37a5b11d-ed02-40b6-868c-393fc139588c
## INFO [11:03:16.183] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:16.192] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:16.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:16.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:16.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:16.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:16.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:16.489] [mlr3] Finished benchmark
## INFO [11:03:16.501] [bbotk] Result of batch 125:
## INFO [11:03:16.502] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:16.502] [bbotk] 1 81 FALSE extratrees 0.2174429 0.7307688 0
## INFO [11:03:16.502] [bbotk] errors runtime_learners uhash
## INFO [11:03:16.502] [bbotk] 0 0.264 f6d26348-73cc-4dfc-92d6-340244a6a90a
## INFO [11:03:16.504] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:16.513] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:16.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:16.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:16.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:16.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:16.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:16.704] [mlr3] Finished benchmark
## INFO [11:03:16.716] [bbotk] Result of batch 126:
## INFO [11:03:16.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:16.717] [bbotk] 3 317 FALSE extratrees 0.3616645 0.6 0
## INFO [11:03:16.717] [bbotk] errors runtime_learners uhash
## INFO [11:03:16.717] [bbotk] 0 0.157 5b49e6ef-f855-4b6f-8539-80cf0c94cc91
## INFO [11:03:16.719] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:16.728] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:16.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:16.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:16.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:16.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:16.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:16.979] [mlr3] Finished benchmark
## INFO [11:03:16.991] [bbotk] Result of batch 127:
## INFO [11:03:16.991] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:16.991] [bbotk] 1 359 FALSE gini 0.8133432 0.6935656 0
## INFO [11:03:16.991] [bbotk] errors runtime_learners uhash
## INFO [11:03:16.991] [bbotk] 0 0.22 47d4cf61-b28a-4550-90a9-6ebdfd3a3f39
## INFO [11:03:16.993] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:17.002] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:17.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:17.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:17.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:17.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:17.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:17.524] [mlr3] Finished benchmark
## INFO [11:03:17.537] [bbotk] Result of batch 128:
## INFO [11:03:17.538] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:17.538] [bbotk] 5 132 TRUE extratrees 0.745792 0.6859755 0
## INFO [11:03:17.538] [bbotk] errors runtime_learners uhash
## INFO [11:03:17.538] [bbotk] 0 0.495 ee4e93bf-8eab-4360-a8c1-bf94869a3e01
## INFO [11:03:17.540] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:17.549] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:17.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:17.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:17.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:17.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:17.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:18.095] [mlr3] Finished benchmark
## INFO [11:03:18.107] [bbotk] Result of batch 129:
## INFO [11:03:18.108] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:18.108] [bbotk] 1 18 FALSE extratrees 0.5605773 0.6975607 0
## INFO [11:03:18.108] [bbotk] errors runtime_learners uhash
## INFO [11:03:18.108] [bbotk] 0 0.516 42d550b9-f5ad-4091-be04-e0e07bd2e806
## INFO [11:03:18.110] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:18.119] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:18.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:18.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:18.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:18.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:18.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:18.448] [mlr3] Finished benchmark
## INFO [11:03:18.460] [bbotk] Result of batch 130:
## INFO [11:03:18.461] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:18.461] [bbotk] 4 383 TRUE extratrees 0.8130619 0.7286834 0
## INFO [11:03:18.461] [bbotk] errors runtime_learners uhash
## INFO [11:03:18.461] [bbotk] 0 0.302 da59df21-371b-4940-8806-39be5ce4eb1b
## INFO [11:03:18.463] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:18.471] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:18.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:18.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:18.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:18.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:18.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:18.797] [mlr3] Finished benchmark
## INFO [11:03:18.809] [bbotk] Result of batch 131:
## INFO [11:03:18.810] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:18.810] [bbotk] 2 321 TRUE extratrees 0.8294779 0.7227199 0
## INFO [11:03:18.810] [bbotk] errors runtime_learners uhash
## INFO [11:03:18.810] [bbotk] 0 0.301 33eb692d-e050-4024-9f6c-61f7fa18130a
## INFO [11:03:18.812] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:18.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:18.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:18.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:19.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:19.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:19.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:19.328] [mlr3] Finished benchmark
## INFO [11:03:19.341] [bbotk] Result of batch 132:
## INFO [11:03:19.341] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:19.341] [bbotk] 5 206 FALSE extratrees 0.8979656 0.6882141 0
## INFO [11:03:19.341] [bbotk] errors runtime_learners uhash
## INFO [11:03:19.341] [bbotk] 0 0.473 1a99ef39-35e5-4ad5-9245-ded64663c177
## INFO [11:03:19.343] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:19.352] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:19.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:19.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:19.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:19.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:19.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:19.662] [mlr3] Finished benchmark
## INFO [11:03:19.674] [bbotk] Result of batch 133:
## INFO [11:03:19.675] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:19.675] [bbotk] 4 174 FALSE gini 0.3452653 0.6953022 0
## INFO [11:03:19.675] [bbotk] errors runtime_learners uhash
## INFO [11:03:19.675] [bbotk] 0 0.282 27d38958-4ee6-4848-8e08-dfedc844ba36
## INFO [11:03:19.677] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:19.685] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:19.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:19.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:19.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:19.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:19.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:20.011] [mlr3] Finished benchmark
## INFO [11:03:20.024] [bbotk] Result of batch 134:
## INFO [11:03:20.024] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:20.024] [bbotk] 5 211 FALSE gini 0.4874577 0.7009955 0
## INFO [11:03:20.024] [bbotk] errors runtime_learners uhash
## INFO [11:03:20.024] [bbotk] 0 0.298 07a5cf6a-3887-4e2f-826a-18e9110dbbfe
## INFO [11:03:20.027] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:20.036] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:20.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:20.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:20.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:20.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:20.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:20.201] [mlr3] Finished benchmark
## INFO [11:03:20.213] [bbotk] Result of batch 135:
## INFO [11:03:20.214] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:20.214] [bbotk] 1 264 TRUE gini 0.2239407 0.6 0
## INFO [11:03:20.214] [bbotk] errors runtime_learners uhash
## INFO [11:03:20.214] [bbotk] 0 0.132 f9f5084f-6e0b-4210-888a-2f04d90fd09d
## INFO [11:03:20.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:20.225] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:20.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:20.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:20.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:20.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:20.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:20.537] [mlr3] Finished benchmark
## INFO [11:03:20.549] [bbotk] Result of batch 136:
## INFO [11:03:20.550] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:20.550] [bbotk] 1 84 FALSE gini 0.3920944 0.6939031 0
## INFO [11:03:20.550] [bbotk] errors runtime_learners uhash
## INFO [11:03:20.550] [bbotk] 0 0.288 ffb20627-0c3f-466b-9078-95119200f231
## INFO [11:03:20.552] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:20.561] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:20.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:20.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:20.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:20.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:20.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:20.838] [mlr3] Finished benchmark
## INFO [11:03:20.850] [bbotk] Result of batch 137:
## INFO [11:03:20.851] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:20.851] [bbotk] 1 410 TRUE extratrees 0.7153391 0.7325167 0
## INFO [11:03:20.851] [bbotk] errors runtime_learners uhash
## INFO [11:03:20.851] [bbotk] 0 0.246 be936c5c-13b5-4f52-b9a3-02cc68ea7a88
## INFO [11:03:20.853] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:20.862] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:20.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:20.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:21.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:21.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:21.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:21.320] [mlr3] Finished benchmark
## INFO [11:03:21.341] [bbotk] Result of batch 138:
## INFO [11:03:21.343] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:21.343] [bbotk] 4 18 TRUE extratrees 0.2698686 0.6976819 0
## INFO [11:03:21.343] [bbotk] errors runtime_learners uhash
## INFO [11:03:21.343] [bbotk] 0 0.433 306a447f-22dd-4e17-9ffc-57a1489f5ed7
## INFO [11:03:21.346] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:21.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:21.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:21.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:21.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:21.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:21.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:21.641] [mlr3] Finished benchmark
## INFO [11:03:21.654] [bbotk] Result of batch 139:
## INFO [11:03:21.654] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:21.654] [bbotk] 1 124 TRUE gini 0.4627603 0.6899301 0
## INFO [11:03:21.654] [bbotk] errors runtime_learners uhash
## INFO [11:03:21.654] [bbotk] 0 0.26 3a351f56-2702-46af-8942-69f77fa11835
## INFO [11:03:21.657] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:21.665] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:21.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:21.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:21.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:21.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:21.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:21.923] [mlr3] Finished benchmark
## INFO [11:03:21.941] [bbotk] Result of batch 140:
## INFO [11:03:21.941] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:21.941] [bbotk] 4 448 FALSE gini 0.9374231 0.7314539 0
## INFO [11:03:21.941] [bbotk] errors runtime_learners uhash
## INFO [11:03:21.941] [bbotk] 0 0.233 9610409e-6e88-49b1-8ac9-c35d855bebf9
## INFO [11:03:21.944] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:21.952] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:21.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:21.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:22.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:22.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:22.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:22.135] [mlr3] Finished benchmark
## INFO [11:03:22.148] [bbotk] Result of batch 141:
## INFO [11:03:22.149] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:22.149] [bbotk] 4 465 FALSE gini 0.1204425 0.6 0
## INFO [11:03:22.149] [bbotk] errors runtime_learners uhash
## INFO [11:03:22.149] [bbotk] 0 0.158 36685c11-3b09-4894-9d8e-7b5c72892eca
## INFO [11:03:22.151] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:22.160] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:22.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:22.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:22.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:22.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:22.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:22.471] [mlr3] Finished benchmark
## INFO [11:03:22.484] [bbotk] Result of batch 142:
## INFO [11:03:22.485] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:22.485] [bbotk] 2 265 TRUE extratrees 0.6015304 0.7307554 0
## INFO [11:03:22.485] [bbotk] errors runtime_learners uhash
## INFO [11:03:22.485] [bbotk] 0 0.283 0217ec2e-318c-498d-88e3-91b532579781
## INFO [11:03:22.487] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:22.496] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:22.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:22.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:22.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:22.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:22.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:22.807] [mlr3] Finished benchmark
## INFO [11:03:22.819] [bbotk] Result of batch 143:
## INFO [11:03:22.820] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:22.820] [bbotk] 5 254 TRUE extratrees 0.5757531 0.7172209 0
## INFO [11:03:22.820] [bbotk] errors runtime_learners uhash
## INFO [11:03:22.820] [bbotk] 0 0.287 4ce57177-3619-4f50-bb9a-5735ffb02c53
## INFO [11:03:22.822] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:22.831] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:22.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:22.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:22.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:22.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:23.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:23.045] [mlr3] Finished benchmark
## INFO [11:03:23.058] [bbotk] Result of batch 144:
## INFO [11:03:23.059] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:23.059] [bbotk] 2 79 TRUE gini 0.1303903 0.6691481 0
## INFO [11:03:23.059] [bbotk] errors runtime_learners uhash
## INFO [11:03:23.059] [bbotk] 0 0.18 9344eb56-0442-41e9-9997-9401a7a07e85
## INFO [11:03:23.061] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:23.070] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:23.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:23.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:23.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:23.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:23.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:23.375] [mlr3] Finished benchmark
## INFO [11:03:23.387] [bbotk] Result of batch 145:
## INFO [11:03:23.388] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:23.388] [bbotk] 1 314 FALSE extratrees 0.9313382 0.7159914 0
## INFO [11:03:23.388] [bbotk] errors runtime_learners uhash
## INFO [11:03:23.388] [bbotk] 0 0.281 ac99c2cd-2a9c-4a31-b021-25690b1ca169
## INFO [11:03:23.395] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:23.411] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:23.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:23.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:23.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:23.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:23.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:23.739] [mlr3] Finished benchmark
## INFO [11:03:23.751] [bbotk] Result of batch 146:
## INFO [11:03:23.752] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:23.752] [bbotk] 2 172 FALSE gini 0.6310347 0.7034184 0
## INFO [11:03:23.752] [bbotk] errors runtime_learners uhash
## INFO [11:03:23.752] [bbotk] 0 0.302 05865c90-fe7c-4f22-a162-d54b8f334b2e
## INFO [11:03:23.754] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:23.763] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:23.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:23.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:23.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:23.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:23.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:24.006] [mlr3] Finished benchmark
## INFO [11:03:24.025] [bbotk] Result of batch 147:
## INFO [11:03:24.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:24.025] [bbotk] 3 440 TRUE extratrees 0.6398515 0.7232327 0
## INFO [11:03:24.025] [bbotk] errors runtime_learners uhash
## INFO [11:03:24.025] [bbotk] 0 0.213 1a00c824-61f9-4fa2-8de9-ccf5499e1f9d
## INFO [11:03:24.028] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:24.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:24.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:24.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:24.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:24.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:24.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:24.414] [mlr3] Finished benchmark
## INFO [11:03:24.427] [bbotk] Result of batch 148:
## INFO [11:03:24.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:24.427] [bbotk] 5 252 FALSE extratrees 0.7440101 0.6973621 0
## INFO [11:03:24.427] [bbotk] errors runtime_learners uhash
## INFO [11:03:24.427] [bbotk] 0 0.351 2da4822e-b436-4811-9faf-ee6c5e808b81
## INFO [11:03:24.430] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:24.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:24.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:24.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:24.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:24.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:24.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:24.778] [mlr3] Finished benchmark
## INFO [11:03:24.791] [bbotk] Result of batch 149:
## INFO [11:03:24.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:24.791] [bbotk] 3 257 FALSE gini 0.8232831 0.7125828 0
## INFO [11:03:24.791] [bbotk] errors runtime_learners uhash
## INFO [11:03:24.791] [bbotk] 0 0.313 541ce82e-7f68-4714-8bf3-6ba809252006
## INFO [11:03:24.793] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:24.802] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:24.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:24.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:24.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:24.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:25.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:25.092] [mlr3] Finished benchmark
## INFO [11:03:25.244] [bbotk] Result of batch 150:
## INFO [11:03:25.245] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:25.245] [bbotk] 1 318 FALSE extratrees 0.8171869 0.7271277 0
## INFO [11:03:25.245] [bbotk] errors runtime_learners uhash
## INFO [11:03:25.245] [bbotk] 0 0.267 a567c8eb-526b-44d0-9023-8c46739815ea
## INFO [11:03:25.247] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:25.256] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:25.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:25.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:25.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:25.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:25.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:25.611] [mlr3] Finished benchmark
## INFO [11:03:25.623] [bbotk] Result of batch 151:
## INFO [11:03:25.624] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:25.624] [bbotk] 5 360 FALSE extratrees 0.8972554 0.7116808 0
## INFO [11:03:25.624] [bbotk] errors runtime_learners uhash
## INFO [11:03:25.624] [bbotk] 0 0.33 4d69188f-ff57-42ea-ac4e-5032fb10121f
## INFO [11:03:25.626] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:25.635] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:25.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:25.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:25.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:25.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:25.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:25.920] [mlr3] Finished benchmark
## INFO [11:03:25.934] [bbotk] Result of batch 152:
## INFO [11:03:25.935] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:25.935] [bbotk] 3 272 FALSE extratrees 0.5892789 0.7267603 0
## INFO [11:03:25.935] [bbotk] errors runtime_learners uhash
## INFO [11:03:25.935] [bbotk] 0 0.261 02bda314-4fcb-48db-816c-9fb8f1a6da58
## INFO [11:03:25.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:25.947] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:25.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:26.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:26.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:26.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:26.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:26.496] [mlr3] Finished benchmark
## INFO [11:03:26.509] [bbotk] Result of batch 153:
## INFO [11:03:26.509] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:26.509] [bbotk] 4 32 TRUE gini 0.5081913 0.7443444 0
## INFO [11:03:26.509] [bbotk] errors runtime_learners uhash
## INFO [11:03:26.509] [bbotk] 0 0.517 0f96327d-cf30-4934-b7c8-1b4490bc6d9d
## INFO [11:03:26.511] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:26.520] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:26.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:26.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:26.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:26.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:26.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:26.764] [mlr3] Finished benchmark
## INFO [11:03:26.776] [bbotk] Result of batch 154:
## INFO [11:03:26.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:26.777] [bbotk] 2 290 FALSE gini 0.5408373 0.6878766 0
## INFO [11:03:26.777] [bbotk] errors runtime_learners uhash
## INFO [11:03:26.777] [bbotk] 0 0.22 1f49211e-99a9-4e9c-b653-8ab670ad1758
## INFO [11:03:26.779] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:26.787] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:26.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:26.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:26.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:26.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:27.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:27.058] [mlr3] Finished benchmark
## INFO [11:03:27.071] [bbotk] Result of batch 155:
## INFO [11:03:27.071] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:27.071] [bbotk] 1 455 TRUE extratrees 0.8043123 0.7327217 0
## INFO [11:03:27.071] [bbotk] errors runtime_learners uhash
## INFO [11:03:27.071] [bbotk] 0 0.245 1de3f69a-106a-41d1-9053-9bc6be7b9c35
## INFO [11:03:27.074] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:27.087] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:27.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:27.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:27.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:27.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:27.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:27.261] [mlr3] Finished benchmark
## INFO [11:03:27.273] [bbotk] Result of batch 156:
## INFO [11:03:27.273] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:27.273] [bbotk] 5 259 FALSE extratrees 0.2293113 0.6 0
## INFO [11:03:27.273] [bbotk] errors runtime_learners uhash
## INFO [11:03:27.273] [bbotk] 0 0.153 fa97871a-dd97-4ded-befc-3e4704349aac
## INFO [11:03:27.275] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:27.284] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:27.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:27.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:27.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:27.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:27.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:27.652] [mlr3] Finished benchmark
## INFO [11:03:27.665] [bbotk] Result of batch 157:
## INFO [11:03:27.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:27.665] [bbotk] 2 165 TRUE gini 0.7881299 0.6991618 0
## INFO [11:03:27.665] [bbotk] errors runtime_learners uhash
## INFO [11:03:27.665] [bbotk] 0 0.344 b49f3ef5-bebf-4e99-ba16-2261e6978679
## INFO [11:03:27.667] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:27.676] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:27.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:27.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:27.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:27.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:27.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:27.994] [mlr3] Finished benchmark
## INFO [11:03:28.007] [bbotk] Result of batch 158:
## INFO [11:03:28.007] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:28.007] [bbotk] 5 202 TRUE gini 0.46183 0.6951533 0
## INFO [11:03:28.007] [bbotk] errors runtime_learners uhash
## INFO [11:03:28.007] [bbotk] 0 0.29 7108e801-4cda-401a-bf4f-18a6a3f8f153
## INFO [11:03:28.010] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:28.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:28.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:28.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:28.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:28.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:28.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:28.355] [mlr3] Finished benchmark
## INFO [11:03:28.367] [bbotk] Result of batch 159:
## INFO [11:03:28.368] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:28.368] [bbotk] 3 70 TRUE gini 0.309495 0.7122885 0
## INFO [11:03:28.368] [bbotk] errors runtime_learners uhash
## INFO [11:03:28.368] [bbotk] 0 0.312 f0459080-9a02-4a18-a3a7-38d5fdee81fc
## INFO [11:03:28.370] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:28.380] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:28.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:28.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:28.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:28.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:28.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:28.663] [mlr3] Finished benchmark
## INFO [11:03:28.675] [bbotk] Result of batch 160:
## INFO [11:03:28.676] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:28.676] [bbotk] 1 217 FALSE gini 0.7173717 0.6939031 0
## INFO [11:03:28.676] [bbotk] errors runtime_learners uhash
## INFO [11:03:28.676] [bbotk] 0 0.256 38b0ddcb-4988-4b32-a68b-3a74044d03d8
## INFO [11:03:28.678] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:28.691] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:28.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:28.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:28.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:28.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:29.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:29.171] [mlr3] Finished benchmark
## INFO [11:03:29.183] [bbotk] Result of batch 161:
## INFO [11:03:29.184] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:29.184] [bbotk] 4 198 TRUE gini 0.976276 0.7140272 0
## INFO [11:03:29.184] [bbotk] errors runtime_learners uhash
## INFO [11:03:29.184] [bbotk] 0 0.454 7f9f31fb-e954-456d-b722-5fd565628341
## INFO [11:03:29.186] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:29.195] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:29.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:29.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:29.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:29.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:29.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:29.350] [mlr3] Finished benchmark
## INFO [11:03:29.363] [bbotk] Result of batch 162:
## INFO [11:03:29.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:29.364] [bbotk] 1 225 TRUE extratrees 0.1542765 0.8 0
## INFO [11:03:29.364] [bbotk] errors runtime_learners uhash
## INFO [11:03:29.364] [bbotk] 0 0.132 90ae132b-a342-4ea9-ad3e-5a8769f423a5
## INFO [11:03:29.366] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:29.374] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:29.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:29.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:29.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:29.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:29.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:29.712] [mlr3] Finished benchmark
## INFO [11:03:29.724] [bbotk] Result of batch 163:
## INFO [11:03:29.725] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:29.725] [bbotk] 1 366 TRUE extratrees 0.97284 0.7269766 0
## INFO [11:03:29.725] [bbotk] errors runtime_learners uhash
## INFO [11:03:29.725] [bbotk] 0 0.309 db8ede5f-f7d5-4761-9cbe-9d736f98e01b
## INFO [11:03:29.727] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:29.736] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:29.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:29.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:29.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:29.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:29.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:29.961] [mlr3] Finished benchmark
## INFO [11:03:29.973] [bbotk] Result of batch 164:
## INFO [11:03:29.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:29.974] [bbotk] 1 205 FALSE gini 0.3621223 0.6803815 0
## INFO [11:03:29.974] [bbotk] errors runtime_learners uhash
## INFO [11:03:29.974] [bbotk] 0 0.202 1704f4c7-2ef9-4fe3-b05a-dd7fb7cf7ab3
## INFO [11:03:29.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:29.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:29.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:30.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:30.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:30.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:30.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:30.211] [mlr3] Finished benchmark
## INFO [11:03:30.223] [bbotk] Result of batch 165:
## INFO [11:03:30.224] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:30.224] [bbotk] 2 410 FALSE extratrees 0.5753337 0.7255939 0
## INFO [11:03:30.224] [bbotk] errors runtime_learners uhash
## INFO [11:03:30.224] [bbotk] 0 0.199 ecea5786-0ab4-4420-988c-358888025cbc
## INFO [11:03:30.226] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:30.248] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:30.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:30.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:30.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:30.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:30.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:30.434] [mlr3] Finished benchmark
## INFO [11:03:30.446] [bbotk] Result of batch 166:
## INFO [11:03:30.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:30.447] [bbotk] 1 257 TRUE gini 0.3525448 0.6706258 0
## INFO [11:03:30.447] [bbotk] errors runtime_learners uhash
## INFO [11:03:30.447] [bbotk] 0 0.159 b99df3c0-0418-41a7-96d1-e7e128f219a2
## INFO [11:03:30.449] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:30.458] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:30.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:30.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:30.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:30.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:30.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:30.666] [mlr3] Finished benchmark
## INFO [11:03:30.679] [bbotk] Result of batch 167:
## INFO [11:03:30.680] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:30.680] [bbotk] 3 416 FALSE gini 0.6522568 0.6532537 0
## INFO [11:03:30.680] [bbotk] errors runtime_learners uhash
## INFO [11:03:30.680] [bbotk] 0 0.183 100e71c6-49ea-4f35-83f4-d82f460efc9d
## INFO [11:03:30.682] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:30.690] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:30.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:30.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:30.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:30.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:31.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:31.151] [mlr3] Finished benchmark
## INFO [11:03:31.164] [bbotk] Result of batch 168:
## INFO [11:03:31.165] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:31.165] [bbotk] 5 213 TRUE extratrees 0.7927035 0.6958581 0
## INFO [11:03:31.165] [bbotk] errors runtime_learners uhash
## INFO [11:03:31.165] [bbotk] 0 0.436 c1f2263b-8a78-4bdc-a251-50abb5a3cb68
## INFO [11:03:31.167] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:31.176] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:31.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:31.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:31.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:31.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:31.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:31.495] [mlr3] Finished benchmark
## INFO [11:03:31.508] [bbotk] Result of batch 169:
## INFO [11:03:31.509] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:31.509] [bbotk] 2 223 TRUE extratrees 0.6267054 0.7156758 0
## INFO [11:03:31.509] [bbotk] errors runtime_learners uhash
## INFO [11:03:31.509] [bbotk] 0 0.292 3d2f7f4f-c24c-41c6-a73b-95d8585304b6
## INFO [11:03:31.511] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:31.520] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:31.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:31.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:31.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:31.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:31.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:31.771] [mlr3] Finished benchmark
## INFO [11:03:31.783] [bbotk] Result of batch 170:
## INFO [11:03:31.784] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:31.784] [bbotk] 4 116 TRUE gini 0.2438882 0.6935004 0
## INFO [11:03:31.784] [bbotk] errors runtime_learners uhash
## INFO [11:03:31.784] [bbotk] 0 0.226 c40146da-75eb-43d7-90a2-9a5140d1c693
## INFO [11:03:31.786] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:31.795] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:31.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:31.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:31.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:31.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:31.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:32.026] [mlr3] Finished benchmark
## INFO [11:03:32.038] [bbotk] Result of batch 171:
## INFO [11:03:32.039] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:32.039] [bbotk] 4 182 FALSE gini 0.2780529 0.6552739 0
## INFO [11:03:32.039] [bbotk] errors runtime_learners uhash
## INFO [11:03:32.039] [bbotk] 0 0.203 c996028d-3e38-45f5-ba6f-359c54a8a8d6
## INFO [11:03:32.041] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:32.050] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:32.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:32.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:32.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:32.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:32.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:32.506] [mlr3] Finished benchmark
## INFO [11:03:32.518] [bbotk] Result of batch 172:
## INFO [11:03:32.519] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:32.519] [bbotk] 1 46 TRUE extratrees 0.6267629 0.6900138 0
## INFO [11:03:32.519] [bbotk] errors runtime_learners uhash
## INFO [11:03:32.519] [bbotk] 0 0.431 c8ef30da-d0f4-4f22-99ab-8e9a5575f409
## INFO [11:03:32.521] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:32.530] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:32.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:32.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:32.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:32.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:32.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:32.730] [mlr3] Finished benchmark
## INFO [11:03:32.743] [bbotk] Result of batch 173:
## INFO [11:03:32.744] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:32.744] [bbotk] 2 421 TRUE gini 0.5802654 0.6515058 0
## INFO [11:03:32.744] [bbotk] errors runtime_learners uhash
## INFO [11:03:32.744] [bbotk] 0 0.175 481a5252-9010-4430-b8db-87b3be49b636
## INFO [11:03:32.746] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:32.754] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:32.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:32.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:32.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:32.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:32.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:32.976] [mlr3] Finished benchmark
## INFO [11:03:32.988] [bbotk] Result of batch 174:
## INFO [11:03:32.989] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:32.989] [bbotk] 5 487 FALSE extratrees 0.596063 0.7062059 0
## INFO [11:03:32.989] [bbotk] errors runtime_learners uhash
## INFO [11:03:32.989] [bbotk] 0 0.195 34b74015-da71-4703-8018-6c3d548c129a
## INFO [11:03:32.991] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:33.000] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:33.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:33.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:33.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:33.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:33.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:33.363] [mlr3] Finished benchmark
## INFO [11:03:33.375] [bbotk] Result of batch 175:
## INFO [11:03:33.376] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:33.376] [bbotk] 5 131 TRUE extratrees 0.4631849 0.6882141 0
## INFO [11:03:33.376] [bbotk] errors runtime_learners uhash
## INFO [11:03:33.376] [bbotk] 0 0.337 d6a48b22-bc42-4f50-9807-7b5542983ba5
## INFO [11:03:33.378] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:33.392] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:33.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:33.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:33.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:33.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:33.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:33.889] [mlr3] Finished benchmark
## INFO [11:03:33.901] [bbotk] Result of batch 176:
## INFO [11:03:33.902] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:33.902] [bbotk] 5 263 TRUE extratrees 0.9838834 0.6900159 0
## INFO [11:03:33.902] [bbotk] errors runtime_learners uhash
## INFO [11:03:33.902] [bbotk] 0 0.47 c23f65e0-a10c-4610-bc11-ca48edd2bfa2
## INFO [11:03:33.904] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:33.913] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:33.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:34.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:34.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:34.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:34.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:34.534] [mlr3] Finished benchmark
## INFO [11:03:34.547] [bbotk] Result of batch 177:
## INFO [11:03:34.548] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:34.548] [bbotk] 5 20 TRUE gini 0.4700071 0.7646266 0
## INFO [11:03:34.548] [bbotk] errors runtime_learners uhash
## INFO [11:03:34.548] [bbotk] 0 0.595 84590639-4334-42b8-a012-9f174d835f2c
## INFO [11:03:34.550] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:34.559] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:34.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:34.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:34.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:34.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:34.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:34.950] [mlr3] Finished benchmark
## INFO [11:03:34.963] [bbotk] Result of batch 178:
## INFO [11:03:34.964] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:34.964] [bbotk] 4 193 FALSE gini 0.6861031 0.7248147 0
## INFO [11:03:34.964] [bbotk] errors runtime_learners uhash
## INFO [11:03:34.964] [bbotk] 0 0.365 6bf86046-2fcd-4474-9cab-4f6683a5165b
## INFO [11:03:34.966] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:34.974] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:34.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:35.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:35.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:35.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:35.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:35.304] [mlr3] Finished benchmark
## INFO [11:03:35.317] [bbotk] Result of batch 179:
## INFO [11:03:35.318] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:35.318] [bbotk] 2 114 FALSE gini 0.4270084 0.7030511 0
## INFO [11:03:35.318] [bbotk] errors runtime_learners uhash
## INFO [11:03:35.318] [bbotk] 0 0.305 f6c60cfa-75af-4807-af13-85037e7b3ff1
## INFO [11:03:35.320] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:35.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:35.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:35.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:35.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:35.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:35.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:35.607] [mlr3] Finished benchmark
## INFO [11:03:35.626] [bbotk] Result of batch 180:
## INFO [11:03:35.627] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:35.627] [bbotk] 3 332 FALSE gini 0.7345619 0.7045991 0
## INFO [11:03:35.627] [bbotk] errors runtime_learners uhash
## INFO [11:03:35.627] [bbotk] 0 0.253 a33502a5-7ee0-467f-aabf-1c7694453f27
## INFO [11:03:35.629] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:35.638] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:35.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:35.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:35.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:35.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:35.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:35.981] [mlr3] Finished benchmark
## INFO [11:03:35.994] [bbotk] Result of batch 181:
## INFO [11:03:35.994] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:35.994] [bbotk] 2 208 TRUE gini 0.7865317 0.6972926 0
## INFO [11:03:35.994] [bbotk] errors runtime_learners uhash
## INFO [11:03:35.994] [bbotk] 0 0.318 68e0d193-717b-47f1-8049-eb9897bfa8d5
## INFO [11:03:35.996] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:36.005] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:36.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:36.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:36.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:36.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:36.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:36.247] [mlr3] Finished benchmark
## INFO [11:03:36.260] [bbotk] Result of batch 182:
## INFO [11:03:36.260] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:36.260] [bbotk] 1 445 TRUE extratrees 0.6690788 0.73646 0
## INFO [11:03:36.260] [bbotk] errors runtime_learners uhash
## INFO [11:03:36.260] [bbotk] 0 0.218 662345f3-e75c-4b18-be90-6e34da918f05
## INFO [11:03:36.262] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:36.271] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:36.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:36.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:36.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:36.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:36.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:36.546] [mlr3] Finished benchmark
## INFO [11:03:36.558] [bbotk] Result of batch 183:
## INFO [11:03:36.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:36.559] [bbotk] 3 420 FALSE gini 0.9869944 0.7202097 0
## INFO [11:03:36.559] [bbotk] errors runtime_learners uhash
## INFO [11:03:36.559] [bbotk] 0 0.25 6f9705a8-6354-4caf-b971-d91ad3754509
## INFO [11:03:36.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:36.570] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:36.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:36.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:36.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:36.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:36.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:37.072] [mlr3] Finished benchmark
## INFO [11:03:37.085] [bbotk] Result of batch 184:
## INFO [11:03:37.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:37.085] [bbotk] 5 49 FALSE extratrees 0.4519289 0.6899188 0
## INFO [11:03:37.085] [bbotk] errors runtime_learners uhash
## INFO [11:03:37.085] [bbotk] 0 0.476 27650f9d-a8bf-43ce-a333-1780ec575996
## INFO [11:03:37.088] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:37.096] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:37.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:37.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:37.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:37.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:37.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:37.548] [mlr3] Finished benchmark
## INFO [11:03:37.561] [bbotk] Result of batch 185:
## INFO [11:03:37.561] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:37.561] [bbotk] 2 34 TRUE extratrees 0.438015 0.6900138 0
## INFO [11:03:37.561] [bbotk] errors runtime_learners uhash
## INFO [11:03:37.561] [bbotk] 0 0.426 c590b9e7-a809-4da9-ae82-890781251a6c
## INFO [11:03:37.563] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:37.572] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:37.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:37.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:37.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:37.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:37.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:37.852] [mlr3] Finished benchmark
## INFO [11:03:37.865] [bbotk] Result of batch 186:
## INFO [11:03:37.866] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:37.866] [bbotk] 2 253 FALSE extratrees 0.5672362 0.7234546 0
## INFO [11:03:37.866] [bbotk] errors runtime_learners uhash
## INFO [11:03:37.866] [bbotk] 0 0.256 d776aafb-3cae-429a-ad88-e82e7f8cc140
## INFO [11:03:37.868] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:37.877] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:37.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:37.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:38.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:38.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:38.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:38.319] [mlr3] Finished benchmark
## INFO [11:03:38.332] [bbotk] Result of batch 187:
## INFO [11:03:38.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:38.333] [bbotk] 3 138 FALSE extratrees 0.7998686 0.692185 0
## INFO [11:03:38.333] [bbotk] errors runtime_learners uhash
## INFO [11:03:38.333] [bbotk] 0 0.412 ef007683-180c-4c97-b8dd-3849e9f7a8d9
## INFO [11:03:38.335] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:38.344] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:38.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:38.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:38.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:39.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:39.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:39.454] [mlr3] Finished benchmark
## INFO [11:03:39.467] [bbotk] Result of batch 188:
## INFO [11:03:39.467] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:39.467] [bbotk] 4 2 TRUE extratrees 0.8308222 0.8318571 0
## INFO [11:03:39.467] [bbotk] errors runtime_learners uhash
## INFO [11:03:39.467] [bbotk] 0 1.083 c84bfd49-3349-4cda-aa69-329a43738d33
## INFO [11:03:39.469] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:39.478] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:39.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:39.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:39.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:39.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:39.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:39.855] [mlr3] Finished benchmark
## INFO [11:03:39.868] [bbotk] Result of batch 189:
## INFO [11:03:39.868] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:39.868] [bbotk] 4 191 TRUE gini 0.6462178 0.704909 0
## INFO [11:03:39.868] [bbotk] errors runtime_learners uhash
## INFO [11:03:39.868] [bbotk] 0 0.351 fe532d7c-661b-438c-8457-870da095c413
## INFO [11:03:39.870] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:39.879] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:39.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:39.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:40.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:40.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:40.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:40.195] [mlr3] Finished benchmark
## INFO [11:03:40.207] [bbotk] Result of batch 190:
## INFO [11:03:40.208] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:40.208] [bbotk] 3 128 FALSE gini 0.3729644 0.7010196 0
## INFO [11:03:40.208] [bbotk] errors runtime_learners uhash
## INFO [11:03:40.208] [bbotk] 0 0.293 1540ab40-9eb7-47b0-af07-f13ca7b61180
## INFO [11:03:40.210] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:40.219] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:40.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:40.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:40.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:40.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:40.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:40.429] [mlr3] Finished benchmark
## INFO [11:03:40.446] [bbotk] Result of batch 191:
## INFO [11:03:40.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:40.447] [bbotk] 2 453 FALSE extratrees 0.5933551 0.7113163 0
## INFO [11:03:40.447] [bbotk] errors runtime_learners uhash
## INFO [11:03:40.447] [bbotk] 0 0.185 23f943ac-a984-4026-86a4-6799d5ec7fa3
## INFO [11:03:40.449] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:40.457] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:40.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:40.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:40.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:40.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:40.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:40.618] [mlr3] Finished benchmark
## INFO [11:03:40.631] [bbotk] Result of batch 192:
## INFO [11:03:40.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:40.632] [bbotk] 2 392 FALSE extratrees 0.4102388 0.6 0
## INFO [11:03:40.632] [bbotk] errors runtime_learners uhash
## INFO [11:03:40.632] [bbotk] 0 0.139 b22a0e2b-a854-4d6f-bbf6-f658430004bb
## INFO [11:03:40.634] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:40.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:40.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:40.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:40.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:40.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:41.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:41.157] [mlr3] Finished benchmark
## INFO [11:03:41.170] [bbotk] Result of batch 193:
## INFO [11:03:41.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:41.170] [bbotk] 4 107 FALSE gini 0.6900374 0.7296762 0
## INFO [11:03:41.170] [bbotk] errors runtime_learners uhash
## INFO [11:03:41.170] [bbotk] 0 0.486 d6dac453-0a4d-4af1-a591-c8540441ee1b
## INFO [11:03:41.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:41.181] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:41.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:41.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:41.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:41.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:41.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:41.479] [mlr3] Finished benchmark
## INFO [11:03:41.492] [bbotk] Result of batch 194:
## INFO [11:03:41.493] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:41.493] [bbotk] 3 295 FALSE gini 0.7718542 0.7125828 0
## INFO [11:03:41.493] [bbotk] errors runtime_learners uhash
## INFO [11:03:41.493] [bbotk] 0 0.273 36b5c205-298f-4192-a853-12bba9b2d82c
## INFO [11:03:41.495] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:41.505] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:41.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:41.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:41.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:41.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:41.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:41.861] [mlr3] Finished benchmark
## INFO [11:03:41.881] [bbotk] Result of batch 195:
## INFO [11:03:41.882] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:41.882] [bbotk] 3 246 FALSE extratrees 0.8223002 0.7005984 0
## INFO [11:03:41.882] [bbotk] errors runtime_learners uhash
## INFO [11:03:41.882] [bbotk] 0 0.33 cb3a1698-b8ff-4d60-b429-e45348713b15
## INFO [11:03:41.885] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:41.895] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:41.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:41.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:42.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:42.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:42.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:42.401] [mlr3] Finished benchmark
## INFO [11:03:42.413] [bbotk] Result of batch 196:
## INFO [11:03:42.414] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:42.414] [bbotk] 5 50 FALSE extratrees 0.460797 0.6899188 0
## INFO [11:03:42.414] [bbotk] errors runtime_learners uhash
## INFO [11:03:42.414] [bbotk] 0 0.482 84b9ef37-a0ec-4c81-beea-deec34093b45
## INFO [11:03:42.416] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:42.425] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:42.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:42.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:42.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:42.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:42.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:42.708] [mlr3] Finished benchmark
## INFO [11:03:42.721] [bbotk] Result of batch 197:
## INFO [11:03:42.722] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:42.722] [bbotk] 2 372 FALSE extratrees 0.8334009 0.7307554 0
## INFO [11:03:42.722] [bbotk] errors runtime_learners uhash
## INFO [11:03:42.722] [bbotk] 0 0.258 3b83ae89-17a8-4b5f-b900-f9f538d23011
## INFO [11:03:42.724] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:42.733] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:42.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:42.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:42.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:42.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:42.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:43.026] [mlr3] Finished benchmark
## INFO [11:03:43.039] [bbotk] Result of batch 198:
## INFO [11:03:43.040] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:43.040] [bbotk] 3 329 TRUE gini 0.691535 0.6935004 0
## INFO [11:03:43.040] [bbotk] errors runtime_learners uhash
## INFO [11:03:43.040] [bbotk] 0 0.26 7806278a-000c-4102-9a85-0ce794df5761
## INFO [11:03:43.042] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:43.051] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:43.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:43.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:43.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:43.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:43.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:43.292] [mlr3] Finished benchmark
## INFO [11:03:43.305] [bbotk] Result of batch 199:
## INFO [11:03:43.306] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:43.306] [bbotk] 1 455 TRUE gini 0.8811644 0.6823995 0
## INFO [11:03:43.306] [bbotk] errors runtime_learners uhash
## INFO [11:03:43.306] [bbotk] 0 0.215 11a891d7-0f36-4caa-94c1-d66da0d166e6
## INFO [11:03:43.308] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:43.317] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:43.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:43.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:43.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:43.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:43.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:43.834] [mlr3] Finished benchmark
## INFO [11:03:43.846] [bbotk] Result of batch 200:
## INFO [11:03:43.847] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:43.847] [bbotk] 1 23 FALSE extratrees 0.5981367 0.6956617 0
## INFO [11:03:43.847] [bbotk] errors runtime_learners uhash
## INFO [11:03:43.847] [bbotk] 0 0.489 b6a80777-254e-4e32-9940-7b5790939d73
## INFO [11:03:43.849] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:43.858] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:43.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:43.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:43.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:43.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:43.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:44.020] [mlr3] Finished benchmark
## INFO [11:03:44.032] [bbotk] Result of batch 201:
## INFO [11:03:44.033] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:44.033] [bbotk] 1 452 FALSE extratrees 0.4204664 0.6 0
## INFO [11:03:44.033] [bbotk] errors runtime_learners uhash
## INFO [11:03:44.033] [bbotk] 0 0.139 5ef8646f-65da-4b87-a87c-4abf96f416e3
## INFO [11:03:44.035] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:44.044] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:44.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:44.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:44.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:44.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:44.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:44.206] [mlr3] Finished benchmark
## INFO [11:03:44.219] [bbotk] Result of batch 202:
## INFO [11:03:44.220] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:44.220] [bbotk] 3 374 TRUE gini 0.1263889 0.8 0
## INFO [11:03:44.220] [bbotk] errors runtime_learners uhash
## INFO [11:03:44.220] [bbotk] 0 0.131 470ca10b-f3e1-4a01-860d-cccf6c66fc80
## INFO [11:03:44.222] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:44.230] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:44.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:44.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:44.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:44.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:44.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:44.384] [mlr3] Finished benchmark
## INFO [11:03:44.397] [bbotk] Result of batch 203:
## INFO [11:03:44.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:44.398] [bbotk] 5 190 TRUE extratrees 0.1215797 0.6 0
## INFO [11:03:44.398] [bbotk] errors runtime_learners uhash
## INFO [11:03:44.398] [bbotk] 0 0.131 c28501c6-b8fe-48e9-8646-d1efca3d1e4b
## INFO [11:03:44.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:44.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:44.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:44.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:44.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:44.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:44.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:45.054] [mlr3] Finished benchmark
## INFO [11:03:45.068] [bbotk] Result of batch 204:
## INFO [11:03:45.068] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:45.068] [bbotk] 4 65 TRUE gini 0.9115939 0.7463512 0
## INFO [11:03:45.068] [bbotk] errors runtime_learners uhash
## INFO [11:03:45.068] [bbotk] 0 0.616 30244f3d-9bc3-41dd-9744-983e57911824
## INFO [11:03:45.071] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:45.080] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:45.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:45.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:45.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:45.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:45.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:45.429] [mlr3] Finished benchmark
## INFO [11:03:45.446] [bbotk] Result of batch 205:
## INFO [11:03:45.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:45.447] [bbotk] 2 214 FALSE gini 0.6657617 0.6991618 0
## INFO [11:03:45.447] [bbotk] errors runtime_learners uhash
## INFO [11:03:45.447] [bbotk] 0 0.319 973b0411-82a4-405c-9d60-aff3b6d42552
## INFO [11:03:45.449] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:45.461] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:45.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:45.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:45.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:45.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:45.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:45.712] [mlr3] Finished benchmark
## INFO [11:03:45.725] [bbotk] Result of batch 206:
## INFO [11:03:45.725] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:45.725] [bbotk] 5 331 TRUE gini 0.5220495 0.6593143 0
## INFO [11:03:45.725] [bbotk] errors runtime_learners uhash
## INFO [11:03:45.725] [bbotk] 0 0.214 f38faa8b-6d95-42da-b5cb-064c7cb4cddd
## INFO [11:03:45.728] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:45.737] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:45.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:45.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:45.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:45.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:45.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:46.001] [mlr3] Finished benchmark
## INFO [11:03:46.014] [bbotk] Result of batch 207:
## INFO [11:03:46.015] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:46.015] [bbotk] 3 225 FALSE extratrees 0.4057457 0.7306065 0
## INFO [11:03:46.015] [bbotk] errors runtime_learners uhash
## INFO [11:03:46.015] [bbotk] 0 0.237 dc53b971-901c-4d1a-831b-d8be8a3d4d62
## INFO [11:03:46.017] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:46.026] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:46.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:46.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:46.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:46.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:46.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:46.516] [mlr3] Finished benchmark
## INFO [11:03:46.529] [bbotk] Result of batch 208:
## INFO [11:03:46.530] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:46.530] [bbotk] 2 60 FALSE extratrees 0.6533168 0.6843226 0
## INFO [11:03:46.530] [bbotk] errors runtime_learners uhash
## INFO [11:03:46.530] [bbotk] 0 0.458 ff803b67-f188-483a-8045-e61d355af11e
## INFO [11:03:46.532] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:46.541] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:46.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:46.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:46.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:46.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:46.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:46.961] [mlr3] Finished benchmark
## INFO [11:03:46.973] [bbotk] Result of batch 209:
## INFO [11:03:46.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:46.974] [bbotk] 3 201 FALSE extratrees 0.9854154 0.6882141 0
## INFO [11:03:46.974] [bbotk] errors runtime_learners uhash
## INFO [11:03:46.974] [bbotk] 0 0.394 187dbd16-37f5-44e3-8a3b-e5c018097b0e
## INFO [11:03:46.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:46.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:46.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:47.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:47.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:47.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:47.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:47.264] [mlr3] Finished benchmark
## INFO [11:03:47.278] [bbotk] Result of batch 210:
## INFO [11:03:47.278] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:47.278] [bbotk] 1 253 FALSE gini 0.5398244 0.6859216 0
## INFO [11:03:47.278] [bbotk] errors runtime_learners uhash
## INFO [11:03:47.278] [bbotk] 0 0.25 64352c92-34c5-4bd3-bd58-6e96c3553893
## INFO [11:03:47.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:47.289] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:47.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:47.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:47.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:47.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:47.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:47.585] [mlr3] Finished benchmark
## INFO [11:03:47.598] [bbotk] Result of batch 211:
## INFO [11:03:47.599] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:47.599] [bbotk] 3 224 FALSE gini 0.5221007 0.6991937 0
## INFO [11:03:47.599] [bbotk] errors runtime_learners uhash
## INFO [11:03:47.599] [bbotk] 0 0.271 2fc72688-2224-40bf-9c82-583f6f1a9c44
## INFO [11:03:47.601] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:47.610] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:47.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:47.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:47.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:47.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:47.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:47.795] [mlr3] Finished benchmark
## INFO [11:03:47.813] [bbotk] Result of batch 212:
## INFO [11:03:47.814] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:47.814] [bbotk] 5 194 FALSE extratrees 0.2130997 0.6 0
## INFO [11:03:47.814] [bbotk] errors runtime_learners uhash
## INFO [11:03:47.814] [bbotk] 0 0.158 184ed403-73f1-4686-aee7-a634f39f6737
## INFO [11:03:47.816] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:47.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:47.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:47.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:48.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:48.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:48.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:48.297] [mlr3] Finished benchmark
## INFO [11:03:48.311] [bbotk] Result of batch 213:
## INFO [11:03:48.311] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:48.311] [bbotk] 1 36 FALSE gini 0.9492939 0.754895 0
## INFO [11:03:48.311] [bbotk] errors runtime_learners uhash
## INFO [11:03:48.311] [bbotk] 0 0.446 2e962a50-4fb9-417f-b698-070acdbb6a4d
## INFO [11:03:48.314] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:48.323] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:48.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:48.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:48.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:48.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:48.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:48.606] [mlr3] Finished benchmark
## INFO [11:03:48.619] [bbotk] Result of batch 214:
## INFO [11:03:48.620] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:48.620] [bbotk] 3 481 FALSE extratrees 0.8372317 0.7287373 0
## INFO [11:03:48.620] [bbotk] errors runtime_learners uhash
## INFO [11:03:48.620] [bbotk] 0 0.255 e0c67d8c-00e0-43ab-8ee0-be33c52361cb
## INFO [11:03:48.622] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:48.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:48.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:48.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:48.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:48.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:48.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:48.800] [mlr3] Finished benchmark
## INFO [11:03:48.814] [bbotk] Result of batch 215:
## INFO [11:03:48.815] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:48.815] [bbotk] 1 262 FALSE gini 0.2824886 0.6 0
## INFO [11:03:48.815] [bbotk] errors runtime_learners uhash
## INFO [11:03:48.815] [bbotk] 0 0.145 fdc6b54c-70c1-4045-952d-07560b84efaa
## INFO [11:03:48.817] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:48.826] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:48.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:49.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:49.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:49.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:49.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:49.798] [mlr3] Finished benchmark
## INFO [11:03:49.811] [bbotk] Result of batch 216:
## INFO [11:03:49.812] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:49.812] [bbotk] 4 2 FALSE gini 0.6746189 0.8223552 0
## INFO [11:03:49.812] [bbotk] errors runtime_learners uhash
## INFO [11:03:49.812] [bbotk] 0 0.943 e4721e71-28cb-4c9e-8007-2163816b299a
## INFO [11:03:49.814] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:49.823] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:49.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:49.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:49.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:50.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:50.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:50.176] [mlr3] Finished benchmark
## INFO [11:03:50.195] [bbotk] Result of batch 217:
## INFO [11:03:50.196] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:50.196] [bbotk] 5 239 FALSE gini 0.6450255 0.7299222 0
## INFO [11:03:50.196] [bbotk] errors runtime_learners uhash
## INFO [11:03:50.196] [bbotk] 0 0.328 4ec63d6a-5e22-40fa-9779-114435b3b284
## INFO [11:03:50.200] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:50.212] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:50.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:50.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:50.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:50.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:50.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:50.663] [mlr3] Finished benchmark
## INFO [11:03:50.676] [bbotk] Result of batch 218:
## INFO [11:03:50.677] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:50.677] [bbotk] 2 74 TRUE extratrees 0.6464973 0.6861244 0
## INFO [11:03:50.677] [bbotk] errors runtime_learners uhash
## INFO [11:03:50.677] [bbotk] 0 0.424 2b6ac520-ace2-4bdd-a2ad-1225828510be
## INFO [11:03:50.679] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:50.688] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:50.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:50.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:50.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:50.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:50.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:51.054] [mlr3] Finished benchmark
## INFO [11:03:51.077] [bbotk] Result of batch 219:
## INFO [11:03:51.078] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:51.078] [bbotk] 1 56 TRUE gini 0.5288201 0.7150136 0
## INFO [11:03:51.078] [bbotk] errors runtime_learners uhash
## INFO [11:03:51.078] [bbotk] 0 0.341 9545f17f-4bc2-4eb1-8cf0-bd9b10d18a34
## INFO [11:03:51.080] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:51.090] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:51.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:51.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:51.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:51.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:51.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:51.244] [mlr3] Finished benchmark
## INFO [11:03:51.257] [bbotk] Result of batch 220:
## INFO [11:03:51.258] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:51.258] [bbotk] 2 377 TRUE gini 0.2321559 0.4 0
## INFO [11:03:51.258] [bbotk] errors runtime_learners uhash
## INFO [11:03:51.258] [bbotk] 0 0.126 2aa01e35-3f07-459f-a2dd-51dff4be6f22
## INFO [11:03:51.260] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:51.269] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:51.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:51.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:51.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:51.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:51.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:51.624] [mlr3] Finished benchmark
## INFO [11:03:51.646] [bbotk] Result of batch 221:
## INFO [11:03:51.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:51.647] [bbotk] 1 111 FALSE gini 0.9621635 0.7070462 0
## INFO [11:03:51.647] [bbotk] errors runtime_learners uhash
## INFO [11:03:51.647] [bbotk] 0 0.331 9cfc30d5-3b1a-444c-9df8-0319da9f79be
## INFO [11:03:51.649] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:51.659] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:51.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:51.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:51.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:51.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:51.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:51.873] [mlr3] Finished benchmark
## INFO [11:03:51.886] [bbotk] Result of batch 222:
## INFO [11:03:51.886] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:51.886] [bbotk] 1 152 TRUE gini 0.2842608 0.6859755 0
## INFO [11:03:51.886] [bbotk] errors runtime_learners uhash
## INFO [11:03:51.886] [bbotk] 0 0.191 01d60126-f0c7-4405-9a35-01859af2a8db
## INFO [11:03:51.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:51.898] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:51.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:51.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:52.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:52.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:52.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:52.245] [mlr3] Finished benchmark
## INFO [11:03:52.264] [bbotk] Result of batch 223:
## INFO [11:03:52.265] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:52.265] [bbotk] 2 295 FALSE extratrees 0.9646986 0.7083771 0
## INFO [11:03:52.265] [bbotk] errors runtime_learners uhash
## INFO [11:03:52.265] [bbotk] 0 0.31 06f411c5-e59d-41a4-8506-726d37c154fe
## INFO [11:03:52.267] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:52.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:52.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:52.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:52.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:52.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:52.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:52.498] [mlr3] Finished benchmark
## INFO [11:03:52.510] [bbotk] Result of batch 224:
## INFO [11:03:52.511] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:52.511] [bbotk] 2 229 TRUE extratrees 0.3616789 0.7309717 0
## INFO [11:03:52.511] [bbotk] errors runtime_learners uhash
## INFO [11:03:52.511] [bbotk] 0 0.197 1454aa96-ac29-4640-9c15-98ccfd62cf69
## INFO [11:03:52.513] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:52.522] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:52.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:52.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:52.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:52.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:52.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:52.942] [mlr3] Finished benchmark
## INFO [11:03:52.961] [bbotk] Result of batch 225:
## INFO [11:03:52.962] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:52.962] [bbotk] 4 185 FALSE gini 0.7463969 0.7296762 0
## INFO [11:03:52.962] [bbotk] errors runtime_learners uhash
## INFO [11:03:52.962] [bbotk] 0 0.394 1a0510e1-8e5f-4b24-b9db-4f2ffcb5be0e
## INFO [11:03:52.966] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:52.979] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:52.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:53.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:53.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:53.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:53.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:53.314] [mlr3] Finished benchmark
## INFO [11:03:53.327] [bbotk] Result of batch 226:
## INFO [11:03:53.328] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:53.328] [bbotk] 5 236 TRUE gini 0.5702395 0.6988782 0
## INFO [11:03:53.328] [bbotk] errors runtime_learners uhash
## INFO [11:03:53.328] [bbotk] 0 0.308 3dcf120e-4ca0-411c-8072-0ab56b312943
## INFO [11:03:53.330] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:53.339] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:53.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:53.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:53.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:53.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:53.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:53.666] [mlr3] Finished benchmark
## INFO [11:03:53.682] [bbotk] Result of batch 227:
## INFO [11:03:53.684] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:53.684] [bbotk] 2 169 FALSE gini 0.6153152 0.7030511 0
## INFO [11:03:53.684] [bbotk] errors runtime_learners uhash
## INFO [11:03:53.684] [bbotk] 0 0.302 79099a2d-22cb-4574-b6aa-59cc566fc1eb
## INFO [11:03:53.687] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:53.702] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:53.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:53.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:53.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:53.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:53.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:53.988] [mlr3] Finished benchmark
## INFO [11:03:54.001] [bbotk] Result of batch 228:
## INFO [11:03:54.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:54.002] [bbotk] 4 359 TRUE extratrees 0.6831468 0.7271518 0
## INFO [11:03:54.002] [bbotk] errors runtime_learners uhash
## INFO [11:03:54.002] [bbotk] 0 0.262 35cad032-2818-4bc6-bbc8-53aa3b64901f
## INFO [11:03:54.004] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:54.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:54.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:54.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:54.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:54.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:54.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:54.331] [mlr3] Finished benchmark
## INFO [11:03:54.345] [bbotk] Result of batch 229:
## INFO [11:03:54.346] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:54.346] [bbotk] 1 67 TRUE gini 0.3873504 0.6977925 0
## INFO [11:03:54.346] [bbotk] errors runtime_learners uhash
## INFO [11:03:54.346] [bbotk] 0 0.292 36961be8-070d-4f83-8be9-b7e64bdfc549
## INFO [11:03:54.348] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:54.368] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:54.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:54.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:54.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:54.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:54.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:54.651] [mlr3] Finished benchmark
## INFO [11:03:54.664] [bbotk] Result of batch 230:
## INFO [11:03:54.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:54.665] [bbotk] 2 150 FALSE extratrees 0.3275971 0.7269093 0
## INFO [11:03:54.665] [bbotk] errors runtime_learners uhash
## INFO [11:03:54.665] [bbotk] 0 0.256 57fca84c-f3d8-4d0b-8ffc-f012b50bf0eb
## INFO [11:03:54.667] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:54.676] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:54.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:54.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:54.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:54.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:54.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:54.838] [mlr3] Finished benchmark
## INFO [11:03:54.860] [bbotk] Result of batch 231:
## INFO [11:03:54.861] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:54.861] [bbotk] 5 391 TRUE extratrees 0.292593 0.6 0
## INFO [11:03:54.861] [bbotk] errors runtime_learners uhash
## INFO [11:03:54.861] [bbotk] 0 0.131 2c992cec-805c-4e27-b59e-ada8da8270aa
## INFO [11:03:54.865] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:54.877] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:54.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:55.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:55.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:55.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:55.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:55.416] [mlr3] Finished benchmark
## INFO [11:03:55.429] [bbotk] Result of batch 232:
## INFO [11:03:55.430] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:55.430] [bbotk] 5 138 FALSE gini 0.7365717 0.7316964 0
## INFO [11:03:55.430] [bbotk] errors runtime_learners uhash
## INFO [11:03:55.430] [bbotk] 0 0.505 b1171211-25ac-40ec-bcb4-d48e1908d087
## INFO [11:03:55.432] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:55.441] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:55.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:55.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:55.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:55.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:55.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:55.819] [mlr3] Finished benchmark
## INFO [11:03:55.832] [bbotk] Result of batch 233:
## INFO [11:03:55.833] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:55.833] [bbotk] 5 336 TRUE extratrees 0.8389869 0.7134826 0
## INFO [11:03:55.833] [bbotk] errors runtime_learners uhash
## INFO [11:03:55.833] [bbotk] 0 0.352 170da541-50bc-40d2-aa75-18b649dc3e7e
## INFO [11:03:55.835] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:55.987] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:55.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:56.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:56.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:56.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:56.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:56.514] [mlr3] Finished benchmark
## INFO [11:03:56.527] [bbotk] Result of batch 234:
## INFO [11:03:56.528] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:56.528] [bbotk] 4 166 TRUE extratrees 0.9265968 0.6897975 0
## INFO [11:03:56.528] [bbotk] errors runtime_learners uhash
## INFO [11:03:56.528] [bbotk] 0 0.501 31d7686b-31f2-4173-bc25-e56e6c831d03
## INFO [11:03:56.530] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:56.539] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:56.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:56.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:56.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:56.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:56.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:56.867] [mlr3] Finished benchmark
## INFO [11:03:56.880] [bbotk] Result of batch 235:
## INFO [11:03:56.881] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:56.881] [bbotk] 3 66 TRUE gini 0.2846803 0.7066271 0
## INFO [11:03:56.881] [bbotk] errors runtime_learners uhash
## INFO [11:03:56.881] [bbotk] 0 0.303 3296f27e-17b4-416c-a0fa-f7536119fdfd
## INFO [11:03:56.883] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:56.893] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:56.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:56.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:56.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:57.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:57.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:57.088] [mlr3] Finished benchmark
## INFO [11:03:57.102] [bbotk] Result of batch 236:
## INFO [11:03:57.102] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:57.102] [bbotk] 1 483 FALSE gini 0.5980172 0.6647814 0
## INFO [11:03:57.102] [bbotk] errors runtime_learners uhash
## INFO [11:03:57.102] [bbotk] 0 0.171 6e079561-df6b-41e8-84cc-e76f3ff6a250
## INFO [11:03:57.104] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:57.113] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:57.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:57.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:57.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:57.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:57.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:57.364] [mlr3] Finished benchmark
## INFO [11:03:57.377] [bbotk] Result of batch 237:
## INFO [11:03:57.378] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:57.378] [bbotk] 2 289 FALSE gini 0.5427741 0.6878766 0
## INFO [11:03:57.378] [bbotk] errors runtime_learners uhash
## INFO [11:03:57.378] [bbotk] 0 0.227 aa53e6f2-42ab-4bec-8e49-b87fc381f831
## INFO [11:03:57.380] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:57.389] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:57.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:57.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:57.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:57.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:57.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:57.698] [mlr3] Finished benchmark
## INFO [11:03:57.711] [bbotk] Result of batch 238:
## INFO [11:03:57.712] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:57.712] [bbotk] 5 452 TRUE gini 0.9312387 0.698608 0
## INFO [11:03:57.712] [bbotk] errors runtime_learners uhash
## INFO [11:03:57.712] [bbotk] 0 0.283 c3f345d1-af38-458e-8f2a-1622fbf7d7c4
## INFO [11:03:57.714] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:57.728] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:57.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:57.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:57.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:57.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:57.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:57.996] [mlr3] Finished benchmark
## INFO [11:03:58.009] [bbotk] Result of batch 239:
## INFO [11:03:58.010] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:58.010] [bbotk] 1 385 TRUE extratrees 0.6934452 0.7421753 0
## INFO [11:03:58.010] [bbotk] errors runtime_learners uhash
## INFO [11:03:58.010] [bbotk] 0 0.243 15f31e43-064d-43c2-bdd8-4a1bcac3a10b
## INFO [11:03:58.012] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:58.021] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:58.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:58.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:58.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:58.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:58.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:58.252] [mlr3] Finished benchmark
## INFO [11:03:58.265] [bbotk] Result of batch 240:
## INFO [11:03:58.266] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:58.266] [bbotk] 2 448 FALSE extratrees 0.6431575 0.7271255 0
## INFO [11:03:58.266] [bbotk] errors runtime_learners uhash
## INFO [11:03:58.266] [bbotk] 0 0.203 50e4e0b7-c85e-4044-84fe-f41629caeed3
## INFO [11:03:58.268] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:58.277] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:58.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:58.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:58.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:58.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:58.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:58.575] [mlr3] Finished benchmark
## INFO [11:03:58.588] [bbotk] Result of batch 241:
## INFO [11:03:58.589] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:58.589] [bbotk] 3 75 FALSE gini 0.1982017 0.6991639 0
## INFO [11:03:58.589] [bbotk] errors runtime_learners uhash
## INFO [11:03:58.589] [bbotk] 0 0.267 ed6bdb51-c803-44d7-8df7-84718fc4f0c2
## INFO [11:03:58.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:58.600] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:58.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:58.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:58.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:58.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:58.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:58.826] [mlr3] Finished benchmark
## INFO [11:03:58.840] [bbotk] Result of batch 242:
## INFO [11:03:58.840] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:58.840] [bbotk] 2 469 FALSE gini 0.9023185 0.6973224 0
## INFO [11:03:58.840] [bbotk] errors runtime_learners uhash
## INFO [11:03:58.840] [bbotk] 0 0.2 a2ddab6f-f2af-4d1a-9bff-e8366461f057
## INFO [11:03:58.842] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:58.852] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:58.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:58.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:59.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:59.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:59.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:59.403] [mlr3] Finished benchmark
## INFO [11:03:59.416] [bbotk] Result of batch 243:
## INFO [11:03:59.417] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:59.417] [bbotk] 3 63 FALSE gini 0.9415615 0.7606798 0
## INFO [11:03:59.417] [bbotk] errors runtime_learners uhash
## INFO [11:03:59.417] [bbotk] 0 0.523 0d01eff8-5fd2-4c21-ac9a-6dfadb4058a4
## INFO [11:03:59.419] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:59.433] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:59.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:59.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:59.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:59.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:59.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:59.664] [mlr3] Finished benchmark
## INFO [11:03:59.677] [bbotk] Result of batch 244:
## INFO [11:03:59.678] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:59.678] [bbotk] 3 444 TRUE extratrees 0.6217754 0.7250401 0
## INFO [11:03:59.678] [bbotk] errors runtime_learners uhash
## INFO [11:03:59.678] [bbotk] 0 0.205 4f8c172b-36ef-4fb7-8961-91d500cbc3ea
## INFO [11:03:59.680] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:59.689] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:59.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:03:59.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:03:59.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:03:59.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:03:59.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:03:59.935] [mlr3] Finished benchmark
## INFO [11:03:59.949] [bbotk] Result of batch 245:
## INFO [11:03:59.950] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:03:59.950] [bbotk] 1 290 FALSE extratrees 0.4430724 0.7401551 0
## INFO [11:03:59.950] [bbotk] errors runtime_learners uhash
## INFO [11:03:59.950] [bbotk] 0 0.219 9e082c2c-2431-4803-90b6-ced7d80e7f7f
## INFO [11:03:59.952] [bbotk] Evaluating 1 configuration(s)
## INFO [11:03:59.961] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:03:59.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:00.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:00.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:00.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:00.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:00.281] [mlr3] Finished benchmark
## INFO [11:04:00.294] [bbotk] Result of batch 246:
## INFO [11:04:00.295] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:00.295] [bbotk] 1 46 TRUE gini 0.2794813 0.7018329 0
## INFO [11:04:00.295] [bbotk] errors runtime_learners uhash
## INFO [11:04:00.295] [bbotk] 0 0.286 2c462e7b-5b22-4cc9-840b-47753c055c9b
## INFO [11:04:00.297] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:00.306] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:00.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:00.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:00.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:00.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:00.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:01.027] [mlr3] Finished benchmark
## INFO [11:04:01.040] [bbotk] Result of batch 247:
## INFO [11:04:01.041] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:01.041] [bbotk] 3 6 TRUE gini 0.631103 0.8103468 0
## INFO [11:04:01.041] [bbotk] errors runtime_learners uhash
## INFO [11:04:01.041] [bbotk] 0 0.695 aed2157b-1930-4eab-bedd-9f44a65928f1
## INFO [11:04:01.043] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:01.052] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:01.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:01.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:01.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:01.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:01.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:01.204] [mlr3] Finished benchmark
## INFO [11:04:01.223] [bbotk] Result of batch 248:
## INFO [11:04:01.224] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:01.224] [bbotk] 4 314 TRUE extratrees 0.2744322 0.4 0
## INFO [11:04:01.224] [bbotk] errors runtime_learners uhash
## INFO [11:04:01.224] [bbotk] 0 0.127 a05c7351-353c-4a94-8280-591e6e1907b7
## INFO [11:04:01.226] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:01.235] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:01.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:01.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:01.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:01.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:01.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:01.624] [mlr3] Finished benchmark
## INFO [11:04:01.637] [bbotk] Result of batch 249:
## INFO [11:04:01.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:01.638] [bbotk] 1 226 TRUE extratrees 0.9755324 0.7026838 0
## INFO [11:04:01.638] [bbotk] errors runtime_learners uhash
## INFO [11:04:01.638] [bbotk] 0 0.365 c545d636-0556-422a-a4d1-04c962bd7d43
## INFO [11:04:01.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:01.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:01.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:01.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:01.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:01.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:01.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:01.948] [mlr3] Finished benchmark
## INFO [11:04:01.961] [bbotk] Result of batch 250:
## INFO [11:04:01.962] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:01.962] [bbotk] 2 393 TRUE extratrees 0.8283633 0.7345476 0
## INFO [11:04:01.962] [bbotk] errors runtime_learners uhash
## INFO [11:04:01.962] [bbotk] 0 0.274 0fc70d91-aa78-4833-be53-44caaf297d2d
## INFO [11:04:01.964] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:01.973] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:01.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:02.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:02.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:02.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:02.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:02.226] [mlr3] Finished benchmark
## INFO [11:04:02.239] [bbotk] Result of batch 251:
## INFO [11:04:02.240] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:02.240] [bbotk] 5 361 FALSE extratrees 0.5237874 0.7135741 0
## INFO [11:04:02.240] [bbotk] errors runtime_learners uhash
## INFO [11:04:02.240] [bbotk] 0 0.23 bad20b75-8ce5-432a-a532-39052bcca47e
## INFO [11:04:02.242] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:02.251] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:02.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:02.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:02.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:02.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:02.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:02.597] [mlr3] Finished benchmark
## INFO [11:04:02.610] [bbotk] Result of batch 252:
## INFO [11:04:02.611] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:02.611] [bbotk] 3 95 FALSE extratrees 0.3906146 0.6938379 0
## INFO [11:04:02.611] [bbotk] errors runtime_learners uhash
## INFO [11:04:02.611] [bbotk] 0 0.319 11ccf6c1-c268-47cb-b07f-f1d7520ad301
## INFO [11:04:02.613] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:02.622] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:02.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:02.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:02.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:02.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:03.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:03.148] [mlr3] Finished benchmark
## INFO [11:04:03.161] [bbotk] Result of batch 253:
## INFO [11:04:03.162] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:03.162] [bbotk] 4 64 FALSE extratrees 0.6131755 0.6862457 0
## INFO [11:04:03.162] [bbotk] errors runtime_learners uhash
## INFO [11:04:03.162] [bbotk] 0 0.499 3d70f8ab-eefb-411b-bb00-0c6661d50608
## INFO [11:04:03.164] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:03.173] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:03.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:03.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:03.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:03.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:03.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:03.412] [mlr3] Finished benchmark
## INFO [11:04:03.426] [bbotk] Result of batch 254:
## INFO [11:04:03.426] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:03.426] [bbotk] 5 383 FALSE extratrees 0.5286571 0.7155269 0
## INFO [11:04:03.426] [bbotk] errors runtime_learners uhash
## INFO [11:04:03.426] [bbotk] 0 0.213 28858808-5a2e-417a-8701-7e4b6b2e2ab7
## INFO [11:04:03.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:03.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:03.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:03.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:03.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:03.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:03.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:03.612] [mlr3] Finished benchmark
## INFO [11:04:03.625] [bbotk] Result of batch 255:
## INFO [11:04:03.626] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:03.626] [bbotk] 4 247 FALSE gini 0.2595192 0.4 0
## INFO [11:04:03.626] [bbotk] errors runtime_learners uhash
## INFO [11:04:03.626] [bbotk] 0 0.149 7f32742e-a0c2-4041-8dd2-68d712f8c3ad
## INFO [11:04:03.628] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:03.641] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:03.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:03.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:03.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:03.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:03.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:03.808] [mlr3] Finished benchmark
## INFO [11:04:03.821] [bbotk] Result of batch 256:
## INFO [11:04:03.822] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:03.822] [bbotk] 3 390 FALSE extratrees 0.3567336 0.6 0
## INFO [11:04:03.822] [bbotk] errors runtime_learners uhash
## INFO [11:04:03.822] [bbotk] 0 0.142 ce79f14b-5210-48e0-84d7-074e5db8a291
## INFO [11:04:03.824] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:03.833] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:03.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:03.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:03.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:04.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:04.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:04.140] [mlr3] Finished benchmark
## INFO [11:04:04.153] [bbotk] Result of batch 257:
## INFO [11:04:04.154] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:04.154] [bbotk] 3 64 TRUE extratrees 0.2502975 0.695761 0
## INFO [11:04:04.154] [bbotk] errors runtime_learners uhash
## INFO [11:04:04.154] [bbotk] 0 0.282 6848fe61-620c-4b69-9328-7b7aa5b409bd
## INFO [11:04:04.156] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:04.165] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:04.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:04.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:04.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:04.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:04.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:04.468] [mlr3] Finished benchmark
## INFO [11:04:04.481] [bbotk] Result of batch 258:
## INFO [11:04:04.482] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:04.482] [bbotk] 5 480 TRUE extratrees 0.8397156 0.7213394 0
## INFO [11:04:04.482] [bbotk] errors runtime_learners uhash
## INFO [11:04:04.482] [bbotk] 0 0.273 e47ab395-1e6b-48b1-b6b5-b446f6830d38
## INFO [11:04:04.484] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:04.493] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:04.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:04.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:04.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:04.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:04.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:04.919] [mlr3] Finished benchmark
## INFO [11:04:04.933] [bbotk] Result of batch 259:
## INFO [11:04:04.933] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:04.933] [bbotk] 2 212 TRUE extratrees 0.9944271 0.6903832 0
## INFO [11:04:04.933] [bbotk] errors runtime_learners uhash
## INFO [11:04:04.933] [bbotk] 0 0.4 45d7dc96-c994-47fe-a15b-a76af56391f2
## INFO [11:04:04.935] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:04.944] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:04.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:05.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:05.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:05.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:05.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:05.320] [mlr3] Finished benchmark
## INFO [11:04:05.333] [bbotk] Result of batch 260:
## INFO [11:04:05.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:05.333] [bbotk] 1 110 TRUE gini 0.8243188 0.7053415 0
## INFO [11:04:05.333] [bbotk] errors runtime_learners uhash
## INFO [11:04:05.333] [bbotk] 0 0.351 c1346bf2-ffa3-446e-a144-a43123a5d915
## INFO [11:04:05.336] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:05.344] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:05.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:05.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:05.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:05.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:05.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:05.637] [mlr3] Finished benchmark
## INFO [11:04:05.650] [bbotk] Result of batch 261:
## INFO [11:04:05.651] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:05.651] [bbotk] 1 254 TRUE gini 0.8470355 0.6918829 0
## INFO [11:04:05.651] [bbotk] errors runtime_learners uhash
## INFO [11:04:05.651] [bbotk] 0 0.267 85eb0047-95e7-42dd-94f3-255fd5c31328
## INFO [11:04:05.653] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:05.662] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:05.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:05.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:05.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:05.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:05.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:05.888] [mlr3] Finished benchmark
## INFO [11:04:05.902] [bbotk] Result of batch 262:
## INFO [11:04:05.903] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:05.903] [bbotk] 2 476 TRUE gini 0.818666 0.6627634 0
## INFO [11:04:05.903] [bbotk] errors runtime_learners uhash
## INFO [11:04:05.903] [bbotk] 0 0.201 633911b5-278f-4b9f-9042-5b450adba25a
## INFO [11:04:05.905] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:05.918] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:05.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:05.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:06.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:06.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:06.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:06.154] [mlr3] Finished benchmark
## INFO [11:04:06.168] [bbotk] Result of batch 263:
## INFO [11:04:06.169] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:06.169] [bbotk] 3 228 FALSE extratrees 0.3326175 0.7289536 0
## INFO [11:04:06.169] [bbotk] errors runtime_learners uhash
## INFO [11:04:06.169] [bbotk] 0 0.213 8072125b-6c77-4468-ae20-5f7470a23b16
## INFO [11:04:06.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:06.179] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:06.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:06.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:06.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:06.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:06.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:06.408] [mlr3] Finished benchmark
## INFO [11:04:06.421] [bbotk] Result of batch 264:
## INFO [11:04:06.422] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:06.422] [bbotk] 4 267 FALSE gini 0.3344302 0.6552739 0
## INFO [11:04:06.422] [bbotk] errors runtime_learners uhash
## INFO [11:04:06.422] [bbotk] 0 0.204 491fed1f-aab4-491e-ae75-103867df5ba2
## INFO [11:04:06.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:06.433] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:06.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:06.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:06.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:06.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:06.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:06.725] [mlr3] Finished benchmark
## INFO [11:04:06.738] [bbotk] Result of batch 265:
## INFO [11:04:06.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:06.739] [bbotk] 3 125 FALSE gini 0.2480901 0.6878766 0
## INFO [11:04:06.739] [bbotk] errors runtime_learners uhash
## INFO [11:04:06.739] [bbotk] 0 0.263 f216fb9f-be38-4731-b7a6-d153ab56c960
## INFO [11:04:06.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:06.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:06.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:06.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:06.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:06.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:06.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:06.990] [mlr3] Finished benchmark
## INFO [11:04:07.003] [bbotk] Result of batch 266:
## INFO [11:04:07.004] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:07.004] [bbotk] 3 120 FALSE gini 0.2102278 0.6726028 0
## INFO [11:04:07.004] [bbotk] errors runtime_learners uhash
## INFO [11:04:07.004] [bbotk] 0 0.214 2f76df6d-f601-419c-9923-560e0c832dfb
## INFO [11:04:07.006] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:07.015] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:07.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:07.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:07.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:07.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:07.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:07.338] [mlr3] Finished benchmark
## INFO [11:04:07.352] [bbotk] Result of batch 267:
## INFO [11:04:07.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:07.352] [bbotk] 2 324 TRUE gini 0.96702 0.7010309 0
## INFO [11:04:07.352] [bbotk] errors runtime_learners uhash
## INFO [11:04:07.352] [bbotk] 0 0.299 1c83ed09-c6b5-4275-804b-4783d752044c
## INFO [11:04:07.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:07.373] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:07.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:07.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:07.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:07.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:07.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:07.763] [mlr3] Finished benchmark
## INFO [11:04:07.776] [bbotk] Result of batch 268:
## INFO [11:04:07.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:07.777] [bbotk] 5 38 FALSE gini 0.2029784 0.7181307 0
## INFO [11:04:07.777] [bbotk] errors runtime_learners uhash
## INFO [11:04:07.777] [bbotk] 0 0.362 59d4666e-328f-4b41-9033-436d7b454297
## INFO [11:04:07.779] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:07.788] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:07.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:07.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:07.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:07.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:07.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:08.012] [mlr3] Finished benchmark
## INFO [11:04:08.025] [bbotk] Result of batch 269:
## INFO [11:04:08.026] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:08.026] [bbotk] 1 270 FALSE extratrees 0.3652457 0.7262016 0
## INFO [11:04:08.026] [bbotk] errors runtime_learners uhash
## INFO [11:04:08.026] [bbotk] 0 0.2 7428ab35-6e22-4abb-83e6-d4307c2bafaf
## INFO [11:04:08.028] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:08.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:08.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:08.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:08.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:08.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:08.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:08.384] [mlr3] Finished benchmark
## INFO [11:04:08.397] [bbotk] Result of batch 270:
## INFO [11:04:08.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:08.398] [bbotk] 2 241 FALSE extratrees 0.802519 0.7120481 0
## INFO [11:04:08.398] [bbotk] errors runtime_learners uhash
## INFO [11:04:08.398] [bbotk] 0 0.313 9dcb7fd9-fb09-497d-8820-917990b6315a
## INFO [11:04:08.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:08.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:08.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:08.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:08.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:08.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:08.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:08.819] [mlr3] Finished benchmark
## INFO [11:04:08.833] [bbotk] Result of batch 271:
## INFO [11:04:08.833] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:08.833] [bbotk] 1 106 TRUE extratrees 0.7279924 0.688363 0
## INFO [11:04:08.833] [bbotk] errors runtime_learners uhash
## INFO [11:04:08.833] [bbotk] 0 0.383 d9ecd4d4-c2d8-4996-b476-fdf09d3ac582
## INFO [11:04:08.835] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:08.845] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:08.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:08.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:08.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:09.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:09.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:09.184] [mlr3] Finished benchmark
## INFO [11:04:09.204] [bbotk] Result of batch 272:
## INFO [11:04:09.206] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:09.206] [bbotk] 5 364 TRUE gini 0.8297762 0.7029186 0
## INFO [11:04:09.206] [bbotk] errors runtime_learners uhash
## INFO [11:04:09.206] [bbotk] 0 0.315 89f74e58-97d0-42e8-bad3-a30e0626b7da
## INFO [11:04:09.209] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:09.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:09.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:09.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:09.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:09.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:09.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:09.747] [mlr3] Finished benchmark
## INFO [11:04:09.761] [bbotk] Result of batch 273:
## INFO [11:04:09.762] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:09.762] [bbotk] 4 117 TRUE gini 0.9164375 0.7307575 0
## INFO [11:04:09.762] [bbotk] errors runtime_learners uhash
## INFO [11:04:09.762] [bbotk] 0 0.502 1b20f2d1-3320-40da-9f88-63f899337dfd
## INFO [11:04:09.764] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:09.773] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:09.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:09.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:09.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:09.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:10.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:10.071] [mlr3] Finished benchmark
## INFO [11:04:10.084] [bbotk] Result of batch 274:
## INFO [11:04:10.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:10.085] [bbotk] 4 399 TRUE extratrees 0.7637238 0.7271518 0
## INFO [11:04:10.085] [bbotk] errors runtime_learners uhash
## INFO [11:04:10.085] [bbotk] 0 0.274 a4fac6f9-4ec4-4a50-a4c6-960c10b89d10
## INFO [11:04:10.087] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:10.096] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:10.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:10.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:10.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:10.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:10.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:10.291] [mlr3] Finished benchmark
## INFO [11:04:10.304] [bbotk] Result of batch 275:
## INFO [11:04:10.305] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:10.305] [bbotk] 1 159 FALSE extratrees 0.1677159 0.4 0
## INFO [11:04:10.305] [bbotk] errors runtime_learners uhash
## INFO [11:04:10.305] [bbotk] 0 0.162 b5a49545-1120-4ee5-b920-c0200a183722
## INFO [11:04:10.307] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:10.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:10.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:10.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:10.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:10.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:10.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:10.521] [mlr3] Finished benchmark
## INFO [11:04:10.535] [bbotk] Result of batch 276:
## INFO [11:04:10.535] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:10.535] [bbotk] 3 460 FALSE gini 0.7337305 0.6532537 0
## INFO [11:04:10.535] [bbotk] errors runtime_learners uhash
## INFO [11:04:10.535] [bbotk] 0 0.181 36a4d54f-44d7-4797-9dfa-b7c8d93180dd
## INFO [11:04:10.538] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:10.546] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:10.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:10.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:10.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:10.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:10.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:11.015] [mlr3] Finished benchmark
## INFO [11:04:11.037] [bbotk] Result of batch 277:
## INFO [11:04:11.039] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:11.039] [bbotk] 5 130 TRUE gini 0.6421497 0.7051274 0
## INFO [11:04:11.039] [bbotk] errors runtime_learners uhash
## INFO [11:04:11.039] [bbotk] 0 0.443 d15f7220-1ef8-45eb-92fe-8f4aef1c871d
## INFO [11:04:11.042] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:11.051] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:11.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:11.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:11.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:11.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:11.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:11.295] [mlr3] Finished benchmark
## INFO [11:04:11.309] [bbotk] Result of batch 278:
## INFO [11:04:11.309] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:11.309] [bbotk] 1 313 TRUE extratrees 0.5140924 0.7403062 0
## INFO [11:04:11.309] [bbotk] errors runtime_learners uhash
## INFO [11:04:11.309] [bbotk] 0 0.219 45e0f6e0-b7bf-4e1d-8942-91536a4b0139
## INFO [11:04:11.311] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:11.320] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:11.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:11.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:11.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:11.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:11.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:11.867] [mlr3] Finished benchmark
## INFO [11:04:11.880] [bbotk] Result of batch 279:
## INFO [11:04:11.881] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:11.881] [bbotk] 4 117 TRUE gini 0.9800999 0.7288884 0
## INFO [11:04:11.881] [bbotk] errors runtime_learners uhash
## INFO [11:04:11.881] [bbotk] 0 0.522 04487b0b-3036-4df8-b054-8bc1912b7f78
## INFO [11:04:11.883] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:11.892] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:11.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:11.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:11.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:12.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:12.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:12.128] [mlr3] Finished benchmark
## INFO [11:04:12.141] [bbotk] Result of batch 280:
## INFO [11:04:12.142] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:12.142] [bbotk] 5 306 TRUE gini 0.4955228 0.6650835 0
## INFO [11:04:12.142] [bbotk] errors runtime_learners uhash
## INFO [11:04:12.142] [bbotk] 0 0.203 e6e84651-09a6-4019-985c-77acaf26359b
## INFO [11:04:12.144] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:12.152] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:12.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:12.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:12.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:12.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:12.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:12.592] [mlr3] Finished benchmark
## INFO [11:04:12.605] [bbotk] Result of batch 281:
## INFO [11:04:12.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:12.606] [bbotk] 1 95 TRUE extratrees 0.7672097 0.6863428 0
## INFO [11:04:12.606] [bbotk] errors runtime_learners uhash
## INFO [11:04:12.606] [bbotk] 0 0.412 ec226b1a-d716-406a-93f4-63b65a67cf67
## INFO [11:04:12.608] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:12.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:12.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:12.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:12.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:12.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:13.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:13.170] [mlr3] Finished benchmark
## INFO [11:04:13.183] [bbotk] Result of batch 282:
## INFO [11:04:13.184] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:13.184] [bbotk] 2 56 FALSE extratrees 0.8615443 0.6919908 0
## INFO [11:04:13.184] [bbotk] errors runtime_learners uhash
## INFO [11:04:13.184] [bbotk] 0 0.517 ff1ed713-6822-4a02-91d2-12057f28e758
## INFO [11:04:13.186] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:13.195] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:13.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:13.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:13.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:13.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:13.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:13.533] [mlr3] Finished benchmark
## INFO [11:04:13.546] [bbotk] Result of batch 283:
## INFO [11:04:13.547] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:13.547] [bbotk] 5 309 FALSE gini 0.8477091 0.7296386 0
## INFO [11:04:13.547] [bbotk] errors runtime_learners uhash
## INFO [11:04:13.547] [bbotk] 0 0.311 1a890d6b-2bce-48c2-b513-756f504068a9
## INFO [11:04:13.549] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:13.558] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:13.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:13.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:13.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:13.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:13.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:13.890] [mlr3] Finished benchmark
## INFO [11:04:13.911] [bbotk] Result of batch 284:
## INFO [11:04:13.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:13.912] [bbotk] 2 137 FALSE extratrees 0.4985149 0.704609 0
## INFO [11:04:13.912] [bbotk] errors runtime_learners uhash
## INFO [11:04:13.912] [bbotk] 0 0.306 29365784-ee33-4082-b5f1-103b123c4f57
## INFO [11:04:13.915] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:13.926] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:13.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:14.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:14.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:14.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:14.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:14.310] [mlr3] Finished benchmark
## INFO [11:04:14.324] [bbotk] Result of batch 285:
## INFO [11:04:14.324] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:14.324] [bbotk] 1 9 FALSE gini 0.1680893 0.7242268 0
## INFO [11:04:14.324] [bbotk] errors runtime_learners uhash
## INFO [11:04:14.324] [bbotk] 0 0.36 8ffd6b6e-5894-465b-97b7-0b856b566abc
## INFO [11:04:14.326] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:14.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:14.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:14.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:14.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:14.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:14.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:14.623] [mlr3] Finished benchmark
## INFO [11:04:14.637] [bbotk] Result of batch 286:
## INFO [11:04:14.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:14.638] [bbotk] 5 114 TRUE extratrees 0.2879798 0.7134826 0
## INFO [11:04:14.638] [bbotk] errors runtime_learners uhash
## INFO [11:04:14.638] [bbotk] 0 0.263 dcaff686-9820-4a65-8f0e-a5cadd57caa3
## INFO [11:04:14.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:14.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:14.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:14.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:14.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:15.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:15.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:15.250] [mlr3] Finished benchmark
## INFO [11:04:15.263] [bbotk] Result of batch 287:
## INFO [11:04:15.264] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:15.264] [bbotk] 5 74 TRUE gini 0.7336466 0.7401736 0
## INFO [11:04:15.264] [bbotk] errors runtime_learners uhash
## INFO [11:04:15.264] [bbotk] 0 0.572 4b22373d-f1c5-489d-95af-515bc64f49e4
## INFO [11:04:15.266] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:15.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:15.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:15.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:15.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:15.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:15.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:15.584] [mlr3] Finished benchmark
## INFO [11:04:15.597] [bbotk] Result of batch 288:
## INFO [11:04:15.598] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:15.598] [bbotk] 3 322 TRUE gini 0.7398136 0.6955206 0
## INFO [11:04:15.598] [bbotk] errors runtime_learners uhash
## INFO [11:04:15.598] [bbotk] 0 0.28 89e4f7bb-0ce5-4050-87fe-515a70ce2b01
## INFO [11:04:15.600] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:15.609] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:15.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:15.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:15.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:15.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:15.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:15.955] [mlr3] Finished benchmark
## INFO [11:04:15.969] [bbotk] Result of batch 289:
## INFO [11:04:15.970] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:15.970] [bbotk] 4 420 FALSE extratrees 0.9985826 0.7234135 0
## INFO [11:04:15.970] [bbotk] errors runtime_learners uhash
## INFO [11:04:15.970] [bbotk] 0 0.317 3c10ea84-b2ca-4d65-bd52-d4245820c8b0
## INFO [11:04:15.972] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:15.981] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:15.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:16.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:16.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:16.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:16.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:16.370] [mlr3] Finished benchmark
## INFO [11:04:16.384] [bbotk] Result of batch 290:
## INFO [11:04:16.385] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:16.385] [bbotk] 5 28 FALSE gini 0.1686836 0.7161105 0
## INFO [11:04:16.385] [bbotk] errors runtime_learners uhash
## INFO [11:04:16.385] [bbotk] 0 0.363 66497026-e278-4c80-b007-31dc2afb8a53
## INFO [11:04:16.387] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:16.396] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:16.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:16.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:16.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:16.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:16.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:16.573] [mlr3] Finished benchmark
## INFO [11:04:16.592] [bbotk] Result of batch 291:
## INFO [11:04:16.593] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:16.593] [bbotk] 3 247 FALSE extratrees 0.2423926 0.6 0
## INFO [11:04:16.593] [bbotk] errors runtime_learners uhash
## INFO [11:04:16.593] [bbotk] 0 0.152 01d3779f-b2f2-4fac-aa97-8567bad45c11
## INFO [11:04:16.597] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:16.609] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:16.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:16.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:16.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:16.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:16.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:16.797] [mlr3] Finished benchmark
## INFO [11:04:16.811] [bbotk] Result of batch 292:
## INFO [11:04:16.811] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:16.811] [bbotk] 1 238 FALSE extratrees 0.1621604 0.6 0
## INFO [11:04:16.811] [bbotk] errors runtime_learners uhash
## INFO [11:04:16.811] [bbotk] 0 0.163 d245d86b-5870-4773-9e57-54a272f76386
## INFO [11:04:16.813] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:16.822] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:16.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:16.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:17.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:17.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:17.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:17.502] [mlr3] Finished benchmark
## INFO [11:04:17.516] [bbotk] Result of batch 293:
## INFO [11:04:17.517] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:17.517] [bbotk] 1 3 TRUE gini 0.8583773 0.8027978 0
## INFO [11:04:17.517] [bbotk] errors runtime_learners uhash
## INFO [11:04:17.517] [bbotk] 0 0.651 7d3ca984-936b-4f60-87d5-bc2f47d7074b
## INFO [11:04:17.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:17.528] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:17.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:17.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:17.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:17.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:17.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:17.850] [mlr3] Finished benchmark
## INFO [11:04:17.864] [bbotk] Result of batch 294:
## INFO [11:04:17.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:17.865] [bbotk] 5 172 TRUE extratrees 0.453342 0.7079403 0
## INFO [11:04:17.865] [bbotk] errors runtime_learners uhash
## INFO [11:04:17.865] [bbotk] 0 0.295 c2b6cadd-246e-421c-96dc-7c28f73556b3
## INFO [11:04:17.867] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:17.876] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:17.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:17.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:17.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:18.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:18.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:18.192] [mlr3] Finished benchmark
## INFO [11:04:18.209] [bbotk] Result of batch 295:
## INFO [11:04:18.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:18.210] [bbotk] 2 349 TRUE gini 0.8838625 0.6955879 0
## INFO [11:04:18.210] [bbotk] errors runtime_learners uhash
## INFO [11:04:18.210] [bbotk] 0 0.282 979b53d7-684b-440c-8622-7d71d8068bd4
## INFO [11:04:18.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:18.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:18.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:18.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:18.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:18.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:18.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:18.546] [mlr3] Finished benchmark
## INFO [11:04:18.560] [bbotk] Result of batch 296:
## INFO [11:04:18.561] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:18.561] [bbotk] 5 119 FALSE gini 0.303674 0.6951533 0
## INFO [11:04:18.561] [bbotk] errors runtime_learners uhash
## INFO [11:04:18.561] [bbotk] 0 0.3 a854b400-bb44-4343-b85f-25fe9a7dec70
## INFO [11:04:18.566] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:18.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:18.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:18.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:18.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:18.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:18.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:18.879] [mlr3] Finished benchmark
## INFO [11:04:18.927] [bbotk] Result of batch 297:
## INFO [11:04:18.929] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:18.929] [bbotk] 1 470 TRUE extratrees 0.8929007 0.738437 0
## INFO [11:04:18.929] [bbotk] errors runtime_learners uhash
## INFO [11:04:18.929] [bbotk] 0 0.271 5be0331f-1c51-409f-b590-0d6fc61f4ded
## INFO [11:04:18.932] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:18.944] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:18.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:18.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:19.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:19.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:19.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:19.212] [mlr3] Finished benchmark
## INFO [11:04:19.226] [bbotk] Result of batch 298:
## INFO [11:04:19.227] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:19.227] [bbotk] 3 439 TRUE gini 0.8360079 0.6914802 0
## INFO [11:04:19.227] [bbotk] errors runtime_learners uhash
## INFO [11:04:19.227] [bbotk] 0 0.243 dd1feb59-a313-4617-866e-bc6358c1a822
## INFO [11:04:19.229] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:19.238] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:19.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:19.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:19.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:19.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:19.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:19.470] [mlr3] Finished benchmark
## INFO [11:04:19.484] [bbotk] Result of batch 299:
## INFO [11:04:19.485] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:19.485] [bbotk] 1 376 FALSE gini 0.8010369 0.6901109 0
## INFO [11:04:19.485] [bbotk] errors runtime_learners uhash
## INFO [11:04:19.485] [bbotk] 0 0.207 cb75c4bc-8821-487d-8026-f7afffb64095
## INFO [11:04:19.487] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:19.497] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:19.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:19.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:19.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:19.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:19.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:19.710] [mlr3] Finished benchmark
## INFO [11:04:19.729] [bbotk] Result of batch 300:
## INFO [11:04:19.729] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:19.729] [bbotk] 4 287 TRUE gini 0.3470867 0.6534047 0
## INFO [11:04:19.729] [bbotk] errors runtime_learners uhash
## INFO [11:04:19.729] [bbotk] 0 0.186 bd4c65b4-9160-4c89-8b09-32a8455445e8
## INFO [11:04:19.732] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:19.743] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:19.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:19.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:19.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:20.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:20.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:20.252] [mlr3] Finished benchmark
## INFO [11:04:20.266] [bbotk] Result of batch 301:
## INFO [11:04:20.266] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:20.266] [bbotk] 5 151 FALSE gini 0.9598908 0.7414685 0
## INFO [11:04:20.266] [bbotk] errors runtime_learners uhash
## INFO [11:04:20.266] [bbotk] 0 0.481 d0e31a55-ab9c-44a2-83b7-5f443450e18c
## INFO [11:04:20.268] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:20.278] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:20.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:20.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:20.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:20.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:20.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:20.486] [mlr3] Finished benchmark
## INFO [11:04:20.505] [bbotk] Result of batch 302:
## INFO [11:04:20.506] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:20.506] [bbotk] 1 372 FALSE gini 0.4840274 0.6647814 0
## INFO [11:04:20.506] [bbotk] errors runtime_learners uhash
## INFO [11:04:20.506] [bbotk] 0 0.181 267dfadb-a4e0-4773-b343-276b00ea9954
## INFO [11:04:20.510] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:20.523] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:20.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:20.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:20.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:20.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:20.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:20.884] [mlr3] Finished benchmark
## INFO [11:04:20.898] [bbotk] Result of batch 303:
## INFO [11:04:20.899] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:20.899] [bbotk] 2 171 FALSE gini 0.8282634 0.7034724 0
## INFO [11:04:20.899] [bbotk] errors runtime_learners uhash
## INFO [11:04:20.899] [bbotk] 0 0.336 abbd7854-4429-4b19-8ce8-bd9e7a94b890
## INFO [11:04:20.901] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:20.910] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:20.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:20.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:21.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:21.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:21.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:21.165] [mlr3] Finished benchmark
## INFO [11:04:21.179] [bbotk] Result of batch 304:
## INFO [11:04:21.179] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:21.179] [bbotk] 3 239 TRUE extratrees 0.4375773 0.7267603 0
## INFO [11:04:21.179] [bbotk] errors runtime_learners uhash
## INFO [11:04:21.179] [bbotk] 0 0.227 9b6d90e1-26fa-4576-9621-11902b745acc
## INFO [11:04:21.182] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:21.191] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:21.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:21.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:21.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:21.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:21.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:21.393] [mlr3] Finished benchmark
## INFO [11:04:21.407] [bbotk] Result of batch 305:
## INFO [11:04:21.408] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:21.408] [bbotk] 2 311 TRUE gini 0.3949041 0.6515058 0
## INFO [11:04:21.408] [bbotk] errors runtime_learners uhash
## INFO [11:04:21.408] [bbotk] 0 0.168 32f76a16-284d-4cb5-a010-c8720bf82f15
## INFO [11:04:21.410] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:21.419] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:21.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:21.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:21.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:21.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:21.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:21.571] [mlr3] Finished benchmark
## INFO [11:04:21.585] [bbotk] Result of batch 306:
## INFO [11:04:21.586] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:21.586] [bbotk] 3 434 TRUE gini 0.2816857 0.6 0
## INFO [11:04:21.586] [bbotk] errors runtime_learners uhash
## INFO [11:04:21.586] [bbotk] 0 0.127 7b4e3c09-e7f1-44c7-bfda-9f19a182e39f
## INFO [11:04:21.588] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:21.597] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:21.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:21.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:21.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:21.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:21.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:21.937] [mlr3] Finished benchmark
## INFO [11:04:21.956] [bbotk] Result of batch 307:
## INFO [11:04:21.957] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:21.957] [bbotk] 5 329 TRUE gini 0.7386928 0.7009955 0
## INFO [11:04:21.957] [bbotk] errors runtime_learners uhash
## INFO [11:04:21.957] [bbotk] 0 0.312 cf338de5-3f01-4bea-ae73-1aa2bc1060cd
## INFO [11:04:21.961] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:21.973] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:21.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:22.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:22.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:22.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:22.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:22.229] [mlr3] Finished benchmark
## INFO [11:04:22.243] [bbotk] Result of batch 308:
## INFO [11:04:22.244] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:22.244] [bbotk] 1 438 TRUE gini 0.9558302 0.6880907 0
## INFO [11:04:22.244] [bbotk] errors runtime_learners uhash
## INFO [11:04:22.244] [bbotk] 0 0.233 5820cd44-4b22-4e87-8943-85a2634dc767
## INFO [11:04:22.246] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:22.255] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:22.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:22.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:22.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:22.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:22.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:22.704] [mlr3] Finished benchmark
## INFO [11:04:22.717] [bbotk] Result of batch 309:
## INFO [11:04:22.718] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:22.718] [bbotk] 3 80 TRUE gini 0.6216373 0.7259655 0
## INFO [11:04:22.718] [bbotk] errors runtime_learners uhash
## INFO [11:04:22.718] [bbotk] 0 0.42 742b4cc5-0de6-4d4c-bc1c-ca70b99260ad
## INFO [11:04:22.720] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:22.729] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:22.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:22.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:22.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:22.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:22.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:22.898] [mlr3] Finished benchmark
## INFO [11:04:22.911] [bbotk] Result of batch 310:
## INFO [11:04:22.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:22.912] [bbotk] 2 237 TRUE gini 0.1351492 0.6 0
## INFO [11:04:22.912] [bbotk] errors runtime_learners uhash
## INFO [11:04:22.912] [bbotk] 0 0.137 524ad512-a9f1-411c-9c08-3ebe74be4d79
## INFO [11:04:22.914] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:22.923] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:22.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:22.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:23.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:23.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:23.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:23.222] [mlr3] Finished benchmark
## INFO [11:04:23.237] [bbotk] Result of batch 311:
## INFO [11:04:23.237] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:23.237] [bbotk] 1 132 TRUE gini 0.5330591 0.6880609 0
## INFO [11:04:23.237] [bbotk] errors runtime_learners uhash
## INFO [11:04:23.237] [bbotk] 0 0.276 95a17b75-d7b1-403d-98c6-3a3193cb8a85
## INFO [11:04:23.240] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:23.249] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:23.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:23.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:23.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:23.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:23.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:23.532] [mlr3] Finished benchmark
## INFO [11:04:23.558] [bbotk] Result of batch 312:
## INFO [11:04:23.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:23.559] [bbotk] 1 271 TRUE gini 0.6886769 0.6882418 0
## INFO [11:04:23.559] [bbotk] errors runtime_learners uhash
## INFO [11:04:23.559] [bbotk] 0 0.255 420b4a16-a94d-4519-b4ce-e645f634972a
## INFO [11:04:23.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:23.571] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:23.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:23.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:23.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:23.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:23.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:23.930] [mlr3] Finished benchmark
## INFO [11:04:23.945] [bbotk] Result of batch 313:
## INFO [11:04:23.946] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:23.946] [bbotk] 4 298 TRUE extratrees 0.7838876 0.7116134 0
## INFO [11:04:23.946] [bbotk] errors runtime_learners uhash
## INFO [11:04:23.946] [bbotk] 0 0.334 17fc3e0f-3ff8-4841-a12f-48e18024b881
## INFO [11:04:23.948] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:23.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:23.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:24.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:24.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:24.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:24.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:24.188] [mlr3] Finished benchmark
## INFO [11:04:24.202] [bbotk] Result of batch 314:
## INFO [11:04:24.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:24.203] [bbotk] 2 463 FALSE gini 0.8541417 0.6857351 0
## INFO [11:04:24.203] [bbotk] errors runtime_learners uhash
## INFO [11:04:24.203] [bbotk] 0 0.202 2ab5f6bd-d2a6-4b11-8811-e3393ee02d68
## INFO [11:04:24.205] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:24.214] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:24.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:24.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:24.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:24.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:24.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:24.860] [mlr3] Finished benchmark
## INFO [11:04:24.874] [bbotk] Result of batch 315:
## INFO [11:04:24.875] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:24.875] [bbotk] 2 36 FALSE extratrees 0.9771508 0.7033731 0
## INFO [11:04:24.875] [bbotk] errors runtime_learners uhash
## INFO [11:04:24.875] [bbotk] 0 0.619 12d06b31-9c4b-41b9-a92f-f7c441da63ec
## INFO [11:04:24.877] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:24.886] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:24.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:24.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:24.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:25.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:25.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:25.111] [mlr3] Finished benchmark
## INFO [11:04:25.141] [bbotk] Result of batch 316:
## INFO [11:04:25.142] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:25.142] [bbotk] 4 445 FALSE extratrees 0.5880336 0.7121779 0
## INFO [11:04:25.142] [bbotk] errors runtime_learners uhash
## INFO [11:04:25.142] [bbotk] 0 0.2 8d7a1b2d-526b-41df-aeea-16759654830a
## INFO [11:04:25.145] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:25.161] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:25.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:25.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:25.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:25.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:25.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:25.608] [mlr3] Finished benchmark
## INFO [11:04:25.622] [bbotk] Result of batch 317:
## INFO [11:04:25.623] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:25.623] [bbotk] 2 66 TRUE gini 0.7167798 0.7278191 0
## INFO [11:04:25.623] [bbotk] errors runtime_learners uhash
## INFO [11:04:25.623] [bbotk] 0 0.424 d521965f-e950-44d9-860b-1277d1bbb896
## INFO [11:04:25.625] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:25.634] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:25.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:25.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:25.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:25.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:25.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:25.904] [mlr3] Finished benchmark
## INFO [11:04:25.918] [bbotk] Result of batch 318:
## INFO [11:04:25.918] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:25.918] [bbotk] 2 390 FALSE extratrees 0.7998352 0.7365678 0
## INFO [11:04:25.918] [bbotk] errors runtime_learners uhash
## INFO [11:04:25.918] [bbotk] 0 0.246 4631bbd4-d62d-44a0-a7ea-bc8e21c1cf32
## INFO [11:04:25.920] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:25.929] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:25.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:25.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:26.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:26.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:26.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:26.108] [mlr3] Finished benchmark
## INFO [11:04:26.121] [bbotk] Result of batch 319:
## INFO [11:04:26.122] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:26.122] [bbotk] 2 460 FALSE extratrees 0.3962127 0.6 0
## INFO [11:04:26.122] [bbotk] errors runtime_learners uhash
## INFO [11:04:26.122] [bbotk] 0 0.15 cbc2fffd-abc0-4c48-b07d-6a93b1a03fd1
## INFO [11:04:26.124] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:26.132] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:26.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:26.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:26.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:26.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:26.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:26.564] [mlr3] Finished benchmark
## INFO [11:04:26.577] [bbotk] Result of batch 320:
## INFO [11:04:26.578] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:26.578] [bbotk] 2 125 FALSE extratrees 0.8825871 0.6843226 0
## INFO [11:04:26.578] [bbotk] errors runtime_learners uhash
## INFO [11:04:26.578] [bbotk] 0 0.409 075ab41e-0d61-4e85-9e69-6fcd9a876483
## INFO [11:04:26.580] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:26.589] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:26.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:26.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:26.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:26.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:26.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:26.846] [mlr3] Finished benchmark
## INFO [11:04:26.868] [bbotk] Result of batch 321:
## INFO [11:04:26.870] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:26.870] [bbotk] 1 398 TRUE extratrees 0.6802544 0.7403062 0
## INFO [11:04:26.870] [bbotk] errors runtime_learners uhash
## INFO [11:04:26.870] [bbotk] 0 0.232 118374ca-f654-49af-9d37-de3adbac16d5
## INFO [11:04:26.873] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:26.885] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:26.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:26.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:26.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:27.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:27.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:27.104] [mlr3] Finished benchmark
## INFO [11:04:27.118] [bbotk] Result of batch 322:
## INFO [11:04:27.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:27.119] [bbotk] 4 407 TRUE gini 0.6193448 0.6532537 0
## INFO [11:04:27.119] [bbotk] errors runtime_learners uhash
## INFO [11:04:27.119] [bbotk] 0 0.197 3499b364-b789-412b-beea-330d37ac66ac
## INFO [11:04:27.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:27.130] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:27.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:27.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:27.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:27.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:27.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:27.600] [mlr3] Finished benchmark
## INFO [11:04:27.614] [bbotk] Result of batch 323:
## INFO [11:04:27.614] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:27.614] [bbotk] 1 64 TRUE extratrees 0.758159 0.6881446 0
## INFO [11:04:27.614] [bbotk] errors runtime_learners uhash
## INFO [11:04:27.614] [bbotk] 0 0.445 b427b9b1-cf8f-4a88-83fc-e72001143ba3
## INFO [11:04:27.617] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:27.626] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:27.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:27.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:27.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:27.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:27.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:27.915] [mlr3] Finished benchmark
## INFO [11:04:27.928] [bbotk] Result of batch 324:
## INFO [11:04:27.929] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:27.929] [bbotk] 2 137 FALSE gini 0.3180134 0.6933493 0
## INFO [11:04:27.929] [bbotk] errors runtime_learners uhash
## INFO [11:04:27.929] [bbotk] 0 0.26 d3dda106-8194-4ea3-8050-718cf9c59f00
## INFO [11:04:27.931] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:27.940] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:27.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:27.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:28.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:28.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:28.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:28.089] [mlr3] Finished benchmark
## INFO [11:04:28.103] [bbotk] Result of batch 325:
## INFO [11:04:28.103] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:28.103] [bbotk] 2 394 TRUE extratrees 0.4409618 0.6 0
## INFO [11:04:28.103] [bbotk] errors runtime_learners uhash
## INFO [11:04:28.103] [bbotk] 0 0.124 e241799b-b993-44af-b5b7-2848f5250602
## INFO [11:04:28.106] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:28.114] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:28.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:28.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:28.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:28.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:28.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:28.458] [mlr3] Finished benchmark
## INFO [11:04:28.478] [bbotk] Result of batch 326:
## INFO [11:04:28.478] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:28.478] [bbotk] 5 109 FALSE gini 0.3091527 0.6988782 0
## INFO [11:04:28.478] [bbotk] errors runtime_learners uhash
## INFO [11:04:28.478] [bbotk] 0 0.316 efcf6f19-a9b1-49b0-a25e-1ef1d3debeeb
## INFO [11:04:28.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:28.490] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:28.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:28.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:28.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:28.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:28.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:29.048] [mlr3] Finished benchmark
## INFO [11:04:29.062] [bbotk] Result of batch 327:
## INFO [11:04:29.063] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:29.063] [bbotk] 2 11 FALSE extratrees 0.4127612 0.7255939 0
## INFO [11:04:29.063] [bbotk] errors runtime_learners uhash
## INFO [11:04:29.063] [bbotk] 0 0.534 208d2030-b5ea-4687-8d7f-9035b6fd3735
## INFO [11:04:29.065] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:29.074] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:29.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:29.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:29.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:29.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:29.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:29.428] [mlr3] Finished benchmark
## INFO [11:04:29.441] [bbotk] Result of batch 328:
## INFO [11:04:29.442] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:29.442] [bbotk] 5 21 FALSE extratrees 0.1103436 0.6937408 0
## INFO [11:04:29.442] [bbotk] errors runtime_learners uhash
## INFO [11:04:29.442] [bbotk] 0 0.323 2f8a339c-ea6d-4ebe-ba58-365fd4fe5f5f
## INFO [11:04:29.444] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:29.453] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:29.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:29.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:29.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:29.655] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:29.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:29.787] [mlr3] Finished benchmark
## INFO [11:04:29.800] [bbotk] Result of batch 329:
## INFO [11:04:29.801] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:29.801] [bbotk] 1 9 TRUE extratrees 0.1051326 0.688212 0
## INFO [11:04:29.801] [bbotk] errors runtime_learners uhash
## INFO [11:04:29.801] [bbotk] 0 0.309 cd9b736c-a99b-4ed2-b4fc-801bc07ee44a
## INFO [11:04:29.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:29.812] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:29.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:29.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:29.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:29.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:30.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:30.071] [mlr3] Finished benchmark
## INFO [11:04:30.090] [bbotk] Result of batch 330:
## INFO [11:04:30.091] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:30.091] [bbotk] 3 332 TRUE extratrees 0.5533266 0.7288323 0
## INFO [11:04:30.091] [bbotk] errors runtime_learners uhash
## INFO [11:04:30.091] [bbotk] 0 0.233 ab86f9e9-72a5-4253-9643-19c94c4b847f
## INFO [11:04:30.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:30.102] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:30.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:30.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:30.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:30.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:30.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:30.518] [mlr3] Finished benchmark
## INFO [11:04:30.532] [bbotk] Result of batch 331:
## INFO [11:04:30.533] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:30.533] [bbotk] 4 223 FALSE extratrees 0.8718402 0.6900159 0
## INFO [11:04:30.533] [bbotk] errors runtime_learners uhash
## INFO [11:04:30.533] [bbotk] 0 0.389 7f120b59-03d4-41d9-be43-9d6b54457b5a
## INFO [11:04:30.535] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:30.544] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:30.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:30.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:30.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:30.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:30.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:30.751] [mlr3] Finished benchmark
## INFO [11:04:30.790] [bbotk] Result of batch 332:
## INFO [11:04:30.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:30.791] [bbotk] 1 421 TRUE gini 0.70183 0.6647814 0
## INFO [11:04:30.791] [bbotk] errors runtime_learners uhash
## INFO [11:04:30.791] [bbotk] 0 0.183 5a965587-d2a1-47b4-adae-cdadf622d979
## INFO [11:04:30.795] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:30.808] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:30.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:30.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:31.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:31.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:31.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:31.442] [mlr3] Finished benchmark
## INFO [11:04:31.455] [bbotk] Result of batch 333:
## INFO [11:04:31.456] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:31.456] [bbotk] 5 104 TRUE extratrees 0.8664209 0.6839553 0
## INFO [11:04:31.456] [bbotk] errors runtime_learners uhash
## INFO [11:04:31.456] [bbotk] 0 0.608 c21fe4b2-dcec-4b4e-bb7f-28b21f468e3c
## INFO [11:04:31.458] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:31.467] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:31.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:31.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:31.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:31.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:31.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:31.627] [mlr3] Finished benchmark
## INFO [11:04:31.642] [bbotk] Result of batch 334:
## INFO [11:04:31.642] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:31.642] [bbotk] 2 413 TRUE extratrees 0.1881927 0.4 0
## INFO [11:04:31.642] [bbotk] errors runtime_learners uhash
## INFO [11:04:31.642] [bbotk] 0 0.133 f2893381-cf55-4e2b-a7ac-1094794ac59d
## INFO [11:04:31.645] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:31.654] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:31.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:31.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:32.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:32.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:32.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:32.619] [mlr3] Finished benchmark
## INFO [11:04:32.644] [bbotk] Result of batch 335:
## INFO [11:04:32.645] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:32.645] [bbotk] 4 3 FALSE extratrees 0.6052806 0.8243918 0
## INFO [11:04:32.645] [bbotk] errors runtime_learners uhash
## INFO [11:04:32.645] [bbotk] 0 0.936 56d2da98-6bd2-4044-88d3-552266d1114f
## INFO [11:04:32.647] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:32.657] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:32.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:32.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:32.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:32.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:32.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:32.809] [mlr3] Finished benchmark
## INFO [11:04:32.823] [bbotk] Result of batch 336:
## INFO [11:04:32.824] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:32.824] [bbotk] 5 250 TRUE extratrees 0.152082 0.6 0
## INFO [11:04:32.824] [bbotk] errors runtime_learners uhash
## INFO [11:04:32.824] [bbotk] 0 0.128 22dc7780-9a52-4d19-8437-1270a1c987f7
## INFO [11:04:32.826] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:32.835] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:32.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:32.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:32.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:32.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:32.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:32.985] [mlr3] Finished benchmark
## INFO [11:04:32.998] [bbotk] Result of batch 337:
## INFO [11:04:32.999] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:32.999] [bbotk] 5 335 TRUE extratrees 0.1648584 0.6 0
## INFO [11:04:32.999] [bbotk] errors runtime_learners uhash
## INFO [11:04:32.999] [bbotk] 0 0.125 ded77dd4-943a-4df0-9e47-aff292b3249d
## INFO [11:04:33.001] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:33.010] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:33.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:33.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:33.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:33.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:33.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:33.316] [mlr3] Finished benchmark
## INFO [11:04:33.330] [bbotk] Result of batch 338:
## INFO [11:04:33.331] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:33.331] [bbotk] 4 138 FALSE extratrees 0.3439866 0.7134826 0
## INFO [11:04:33.331] [bbotk] errors runtime_learners uhash
## INFO [11:04:33.331] [bbotk] 0 0.276 0ac73a0e-80f8-4e3f-95ed-98553835780c
## INFO [11:04:33.333] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:33.342] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:33.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:33.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:33.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:33.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:33.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:33.511] [mlr3] Finished benchmark
## INFO [11:04:33.525] [bbotk] Result of batch 339:
## INFO [11:04:33.526] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:33.526] [bbotk] 1 288 FALSE extratrees 0.2763797 0.6 0
## INFO [11:04:33.526] [bbotk] errors runtime_learners uhash
## INFO [11:04:33.526] [bbotk] 0 0.145 e94bd89a-44f7-405c-930c-819a6cb11ab0
## INFO [11:04:33.528] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:33.537] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:33.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:33.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:33.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:33.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:33.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:33.973] [mlr3] Finished benchmark
## INFO [11:04:33.987] [bbotk] Result of batch 340:
## INFO [11:04:33.987] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:33.987] [bbotk] 3 194 TRUE extratrees 0.802444 0.6900159 0
## INFO [11:04:33.987] [bbotk] errors runtime_learners uhash
## INFO [11:04:33.987] [bbotk] 0 0.408 f449a46b-4c02-47cf-bb71-ab34f52faade
## INFO [11:04:33.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:33.998] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:34.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:34.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:34.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:34.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:34.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:34.399] [mlr3] Finished benchmark
## INFO [11:04:34.413] [bbotk] Result of batch 341:
## INFO [11:04:34.413] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:34.413] [bbotk] 5 140 TRUE gini 0.5214374 0.7011409 0
## INFO [11:04:34.413] [bbotk] errors runtime_learners uhash
## INFO [11:04:34.413] [bbotk] 0 0.375 d2e1006a-6b67-4005-9614-e32031084abd
## INFO [11:04:34.416] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:34.424] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:34.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:34.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:34.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:34.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:34.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:34.761] [mlr3] Finished benchmark
## INFO [11:04:34.776] [bbotk] Result of batch 342:
## INFO [11:04:34.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:34.777] [bbotk] 1 201 TRUE gini 0.8878475 0.6977925 0
## INFO [11:04:34.777] [bbotk] errors runtime_learners uhash
## INFO [11:04:34.777] [bbotk] 0 0.308 36c03e7b-37a5-46ee-9f36-8391dcd6d212
## INFO [11:04:34.779] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:34.788] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:34.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:34.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:34.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:34.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:34.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:34.967] [mlr3] Finished benchmark
## INFO [11:04:34.981] [bbotk] Result of batch 343:
## INFO [11:04:34.982] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:34.982] [bbotk] 2 359 FALSE extratrees 0.150573 0.6 0
## INFO [11:04:34.982] [bbotk] errors runtime_learners uhash
## INFO [11:04:34.982] [bbotk] 0 0.155 b6dd8ee8-b04a-433f-bc1a-d104d5677cc5
## INFO [11:04:34.984] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:34.993] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:34.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:35.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:35.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:35.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:35.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:35.268] [mlr3] Finished benchmark
## INFO [11:04:35.282] [bbotk] Result of batch 344:
## INFO [11:04:35.421] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:35.421] [bbotk] 4 413 FALSE extratrees 0.765062 0.7287373 0
## INFO [11:04:35.421] [bbotk] errors runtime_learners uhash
## INFO [11:04:35.421] [bbotk] 0 0.249 257a6504-8432-4863-b789-05b7e455aedc
## INFO [11:04:35.423] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:35.432] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:35.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:35.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:35.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:35.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:35.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:35.800] [mlr3] Finished benchmark
## INFO [11:04:35.813] [bbotk] Result of batch 345:
## INFO [11:04:35.814] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:35.814] [bbotk] 2 119 TRUE gini 0.6594293 0.7123856 0
## INFO [11:04:35.814] [bbotk] errors runtime_learners uhash
## INFO [11:04:35.814] [bbotk] 0 0.343 90100b24-b7af-4001-9634-6621ad9a130d
## INFO [11:04:35.816] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:35.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:35.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:35.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:35.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:36.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:36.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:36.129] [mlr3] Finished benchmark
## INFO [11:04:36.144] [bbotk] Result of batch 346:
## INFO [11:04:36.144] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:36.144] [bbotk] 2 315 FALSE extratrees 0.8342264 0.7254613 0
## INFO [11:04:36.144] [bbotk] errors runtime_learners uhash
## INFO [11:04:36.144] [bbotk] 0 0.281 fd318768-4470-4545-b9b9-a124bfe987ea
## INFO [11:04:36.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:36.156] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:36.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:36.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:36.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:36.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:36.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:36.426] [mlr3] Finished benchmark
## INFO [11:04:36.440] [bbotk] Result of batch 347:
## INFO [11:04:36.440] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:36.440] [bbotk] 1 477 FALSE extratrees 0.9317405 0.73646 0
## INFO [11:04:36.440] [bbotk] errors runtime_learners uhash
## INFO [11:04:36.440] [bbotk] 0 0.238 748b9cbb-0341-44bc-b95c-90d78473873d
## INFO [11:04:36.442] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:36.451] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:36.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:36.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:36.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:36.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:36.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:36.729] [mlr3] Finished benchmark
## INFO [11:04:36.743] [bbotk] Result of batch 348:
## INFO [11:04:36.744] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:36.744] [bbotk] 1 292 FALSE extratrees 0.6436738 0.7403062 0
## INFO [11:04:36.744] [bbotk] errors runtime_learners uhash
## INFO [11:04:36.744] [bbotk] 0 0.255 a3723052-8f71-4f99-9b77-b13925139282
## INFO [11:04:36.746] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:36.755] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:36.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:36.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:36.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:36.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:36.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:36.906] [mlr3] Finished benchmark
## INFO [11:04:36.924] [bbotk] Result of batch 349:
## INFO [11:04:36.924] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:36.924] [bbotk] 1 340 TRUE extratrees 0.163957 0.6 0
## INFO [11:04:36.924] [bbotk] errors runtime_learners uhash
## INFO [11:04:36.924] [bbotk] 0 0.128 f725a377-d8e5-4c4e-828b-86a08ae9e395
## INFO [11:04:36.926] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:36.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:36.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:36.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:36.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:37.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:37.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:37.091] [mlr3] Finished benchmark
## INFO [11:04:37.105] [bbotk] Result of batch 350:
## INFO [11:04:37.105] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:37.105] [bbotk] 4 434 FALSE gini 0.476062 0.6 0
## INFO [11:04:37.105] [bbotk] errors runtime_learners uhash
## INFO [11:04:37.105] [bbotk] 0 0.133 352d44d3-9d08-4983-b6b4-2b5196673140
## INFO [11:04:37.108] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:37.116] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:37.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:37.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:37.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:37.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:37.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:37.272] [mlr3] Finished benchmark
## INFO [11:04:37.286] [bbotk] Result of batch 351:
## INFO [11:04:37.286] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:37.286] [bbotk] 5 446 FALSE gini 0.5096277 0.6 0
## INFO [11:04:37.286] [bbotk] errors runtime_learners uhash
## INFO [11:04:37.286] [bbotk] 0 0.134 2b83c810-e026-48a7-87d2-084e8abcf430
## INFO [11:04:37.288] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:37.297] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:37.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:37.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:37.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:37.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:37.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:37.560] [mlr3] Finished benchmark
## INFO [11:04:37.574] [bbotk] Result of batch 352:
## INFO [11:04:37.575] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:37.575] [bbotk] 4 131 TRUE gini 0.2782679 0.6931331 0
## INFO [11:04:37.575] [bbotk] errors runtime_learners uhash
## INFO [11:04:37.575] [bbotk] 0 0.235 f770e4c4-2229-42ff-9109-8990c3148e51
## INFO [11:04:37.577] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:37.585] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:37.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:37.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:37.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:37.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:37.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:37.886] [mlr3] Finished benchmark
## INFO [11:04:37.900] [bbotk] Result of batch 353:
## INFO [11:04:37.901] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:37.901] [bbotk] 2 194 TRUE gini 0.6061976 0.6974437 0
## INFO [11:04:37.901] [bbotk] errors runtime_learners uhash
## INFO [11:04:37.901] [bbotk] 0 0.278 f7377faa-e7d2-4fe3-a9c9-f3415341ae4c
## INFO [11:04:37.903] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:37.911] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:37.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:37.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:38.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:38.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:38.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:38.321] [mlr3] Finished benchmark
## INFO [11:04:38.340] [bbotk] Result of batch 354:
## INFO [11:04:38.341] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:38.341] [bbotk] 2 152 TRUE extratrees 0.789112 0.6901648 0
## INFO [11:04:38.341] [bbotk] errors runtime_learners uhash
## INFO [11:04:38.341] [bbotk] 0 0.387 8643b9be-f7b6-4695-bffe-87e98d5b9745
## INFO [11:04:38.343] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:38.352] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:38.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:38.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:38.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:38.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:38.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:38.683] [mlr3] Finished benchmark
## INFO [11:04:38.697] [bbotk] Result of batch 355:
## INFO [11:04:38.697] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:38.697] [bbotk] 3 284 FALSE gini 0.9709677 0.7153723 0
## INFO [11:04:38.697] [bbotk] errors runtime_learners uhash
## INFO [11:04:38.697] [bbotk] 0 0.307 207ac641-f96d-4420-bd23-c82052853a05
## INFO [11:04:38.699] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:38.708] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:38.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:38.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:38.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:38.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:39.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:39.117] [mlr3] Finished benchmark
## INFO [11:04:39.131] [bbotk] Result of batch 356:
## INFO [11:04:39.132] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:39.132] [bbotk] 2 55 FALSE gini 0.4917877 0.7204211 0
## INFO [11:04:39.132] [bbotk] errors runtime_learners uhash
## INFO [11:04:39.132] [bbotk] 0 0.384 5d91f442-7a5a-41bc-8012-1a8e615fa63d
## INFO [11:04:39.134] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:39.143] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:39.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:39.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:39.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:39.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:39.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:39.364] [mlr3] Finished benchmark
## INFO [11:04:39.378] [bbotk] Result of batch 357:
## INFO [11:04:39.379] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:39.379] [bbotk] 3 427 FALSE gini 0.5447821 0.6513845 0
## INFO [11:04:39.379] [bbotk] errors runtime_learners uhash
## INFO [11:04:39.379] [bbotk] 0 0.191 07d62acf-6d21-41b1-9d38-44536b7c4fd6
## INFO [11:04:39.381] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:39.390] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:39.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:39.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:39.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:39.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:39.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:39.548] [mlr3] Finished benchmark
## INFO [11:04:39.562] [bbotk] Result of batch 358:
## INFO [11:04:39.563] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:39.563] [bbotk] 5 461 FALSE gini 0.4627413 0.6 0
## INFO [11:04:39.563] [bbotk] errors runtime_learners uhash
## INFO [11:04:39.563] [bbotk] 0 0.134 65d6c93c-8037-4fc5-9b9f-b69e0fa02c9a
## INFO [11:04:39.565] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:39.574] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:39.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:39.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:39.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:39.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:39.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:40.067] [mlr3] Finished benchmark
## INFO [11:04:40.081] [bbotk] Result of batch 359:
## INFO [11:04:40.082] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:40.082] [bbotk] 2 39 FALSE gini 0.6490284 0.7461484 0
## INFO [11:04:40.082] [bbotk] errors runtime_learners uhash
## INFO [11:04:40.082] [bbotk] 0 0.464 1651ecbb-3739-4fd8-b0aa-120b0cf544e6
## INFO [11:04:40.084] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:40.093] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:40.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:40.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:40.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:40.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:40.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:40.303] [mlr3] Finished benchmark
## INFO [11:04:40.317] [bbotk] Result of batch 360:
## INFO [11:04:40.317] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:40.317] [bbotk] 2 364 TRUE extratrees 0.5004843 0.7304852 0
## INFO [11:04:40.317] [bbotk] errors runtime_learners uhash
## INFO [11:04:40.317] [bbotk] 0 0.188 ce8e9c80-181e-4080-b738-dcaf6af4f019
## INFO [11:04:40.319] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:40.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:40.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:40.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:40.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:40.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:40.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:40.554] [mlr3] Finished benchmark
## INFO [11:04:40.568] [bbotk] Result of batch 361:
## INFO [11:04:40.569] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:40.569] [bbotk] 5 407 FALSE gini 0.6391628 0.6593143 0
## INFO [11:04:40.569] [bbotk] errors runtime_learners uhash
## INFO [11:04:40.569] [bbotk] 0 0.201 6188e170-90c9-482f-96dd-636066671267
## INFO [11:04:40.571] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:40.585] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:40.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:40.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:40.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:40.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:40.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:40.996] [mlr3] Finished benchmark
## INFO [11:04:41.010] [bbotk] Result of batch 362:
## INFO [11:04:41.011] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:41.011] [bbotk] 5 191 FALSE gini 0.6817331 0.7279715 0
## INFO [11:04:41.011] [bbotk] errors runtime_learners uhash
## INFO [11:04:41.011] [bbotk] 0 0.387 ec25c905-ad0f-4a0f-aefe-ca1403f078ed
## INFO [11:04:41.013] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:41.022] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:41.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:41.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:41.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:41.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:41.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:41.402] [mlr3] Finished benchmark
## INFO [11:04:41.416] [bbotk] Result of batch 363:
## INFO [11:04:41.417] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:41.417] [bbotk] 5 248 TRUE gini 0.7217529 0.6990966 0
## INFO [11:04:41.417] [bbotk] errors runtime_learners uhash
## INFO [11:04:41.417] [bbotk] 0 0.354 fea9a544-3667-491c-b1ce-c4deb034f3df
## INFO [11:04:41.419] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:41.428] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:41.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:41.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:41.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:41.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:41.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:41.585] [mlr3] Finished benchmark
## INFO [11:04:41.599] [bbotk] Result of batch 364:
## INFO [11:04:41.600] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:41.600] [bbotk] 2 400 TRUE extratrees 0.4139264 0.4 0
## INFO [11:04:41.600] [bbotk] errors runtime_learners uhash
## INFO [11:04:41.600] [bbotk] 0 0.127 13dd51c9-bb62-4916-94b0-3fd494f24880
## INFO [11:04:41.602] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:41.611] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:41.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:41.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:41.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:41.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:41.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:41.760] [mlr3] Finished benchmark
## INFO [11:04:41.774] [bbotk] Result of batch 365:
## INFO [11:04:41.775] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:41.775] [bbotk] 4 474 TRUE gini 0.4400337 0.4 0
## INFO [11:04:41.775] [bbotk] errors runtime_learners uhash
## INFO [11:04:41.775] [bbotk] 0 0.125 0a09740a-a8a4-414d-90d9-e28261a9a563
## INFO [11:04:41.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:41.786] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:41.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:41.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:41.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:41.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:42.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:42.099] [mlr3] Finished benchmark
## INFO [11:04:42.117] [bbotk] Result of batch 366:
## INFO [11:04:42.118] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:42.118] [bbotk] 5 48 TRUE extratrees 0.1913316 0.6938379 0
## INFO [11:04:42.118] [bbotk] errors runtime_learners uhash
## INFO [11:04:42.118] [bbotk] 0 0.288 a9484014-8c4a-4c18-8efd-57ed61627ab1
## INFO [11:04:42.120] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:42.129] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:42.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:42.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:42.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:42.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:42.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:42.333] [mlr3] Finished benchmark
## INFO [11:04:42.347] [bbotk] Result of batch 367:
## INFO [11:04:42.347] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:42.347] [bbotk] 2 283 FALSE extratrees 0.3343977 0.7093522 0
## INFO [11:04:42.347] [bbotk] errors runtime_learners uhash
## INFO [11:04:42.347] [bbotk] 0 0.179 64672dc9-a6c1-47d4-a7dd-7fae19b3011a
## INFO [11:04:42.349] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:42.358] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:42.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:42.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:42.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:42.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:42.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:42.963] [mlr3] Finished benchmark
## INFO [11:04:42.977] [bbotk] Result of batch 368:
## INFO [11:04:42.978] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:42.978] [bbotk] 4 9 FALSE gini 0.3495685 0.7905049 0
## INFO [11:04:42.978] [bbotk] errors runtime_learners uhash
## INFO [11:04:42.978] [bbotk] 0 0.579 adadcd5e-f631-4744-90b4-ad612a321dd6
## INFO [11:04:42.980] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:42.994] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:42.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:43.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:43.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:43.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:43.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:43.324] [mlr3] Finished benchmark
## INFO [11:04:43.338] [bbotk] Result of batch 369:
## INFO [11:04:43.339] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:43.339] [bbotk] 2 248 TRUE gini 0.7133543 0.6973897 0
## INFO [11:04:43.339] [bbotk] errors runtime_learners uhash
## INFO [11:04:43.339] [bbotk] 0 0.298 2d8fe79a-318d-4961-b3ec-f9abd8c1e928
## INFO [11:04:43.341] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:43.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:43.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:43.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:43.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:43.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:43.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:43.516] [mlr3] Finished benchmark
## INFO [11:04:43.530] [bbotk] Result of batch 370:
## INFO [11:04:43.531] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:43.531] [bbotk] 5 287 TRUE gini 0.2788548 0.6 0
## INFO [11:04:43.531] [bbotk] errors runtime_learners uhash
## INFO [11:04:43.531] [bbotk] 0 0.138 47e7a576-ec22-420c-ad35-a5d8f28ac7d0
## INFO [11:04:43.533] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:43.543] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:43.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:43.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:43.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:43.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:43.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:43.719] [mlr3] Finished benchmark
## INFO [11:04:43.733] [bbotk] Result of batch 371:
## INFO [11:04:43.734] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:43.734] [bbotk] 2 294 TRUE extratrees 0.1433637 0.6 0
## INFO [11:04:43.734] [bbotk] errors runtime_learners uhash
## INFO [11:04:43.734] [bbotk] 0 0.134 7980ae92-568b-40c2-98bc-56fe69011eff
## INFO [11:04:43.736] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:43.745] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:43.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:43.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:43.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:43.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:43.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:44.041] [mlr3] Finished benchmark
## INFO [11:04:44.055] [bbotk] Result of batch 372:
## INFO [11:04:44.056] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:44.056] [bbotk] 1 196 FALSE gini 0.9804621 0.7016145 0
## INFO [11:04:44.056] [bbotk] errors runtime_learners uhash
## INFO [11:04:44.056] [bbotk] 0 0.272 e207c39a-24e7-4388-80d2-7dbe51043f44
## INFO [11:04:44.058] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:44.067] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:44.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:44.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:44.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:44.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:44.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:44.389] [mlr3] Finished benchmark
## INFO [11:04:44.403] [bbotk] Result of batch 373:
## INFO [11:04:44.404] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:44.404] [bbotk] 4 498 TRUE extratrees 0.9711957 0.7306065 0
## INFO [11:04:44.404] [bbotk] errors runtime_learners uhash
## INFO [11:04:44.404] [bbotk] 0 0.295 11aae997-9990-4650-866f-9c189906ed16
## INFO [11:04:44.406] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:44.424] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:44.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:44.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:44.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:44.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:44.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:44.699] [mlr3] Finished benchmark
## INFO [11:04:44.713] [bbotk] Result of batch 374:
## INFO [11:04:44.714] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:44.714] [bbotk] 5 287 TRUE gini 0.5440724 0.6911129 0
## INFO [11:04:44.714] [bbotk] errors runtime_learners uhash
## INFO [11:04:44.714] [bbotk] 0 0.249 f8d8884f-b607-4b67-a14e-8e5cb1a212dc
## INFO [11:04:44.716] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:44.724] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:44.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:44.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:44.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:44.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:44.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:45.032] [mlr3] Finished benchmark
## INFO [11:04:45.047] [bbotk] Result of batch 375:
## INFO [11:04:45.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:45.047] [bbotk] 1 127 FALSE gini 0.5465113 0.6918829 0
## INFO [11:04:45.047] [bbotk] errors runtime_learners uhash
## INFO [11:04:45.047] [bbotk] 0 0.283 7b00079b-4432-47b5-9ecc-9a8339f70382
## INFO [11:04:45.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:45.058] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:45.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:45.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:45.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:45.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:45.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:45.217] [mlr3] Finished benchmark
## INFO [11:04:45.230] [bbotk] Result of batch 376:
## INFO [11:04:45.231] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:45.231] [bbotk] 2 365 TRUE gini 0.3929695 0.4 0
## INFO [11:04:45.231] [bbotk] errors runtime_learners uhash
## INFO [11:04:45.231] [bbotk] 0 0.129 6dcce6f6-39c4-4cd4-a32b-ed321a91b3f4
## INFO [11:04:45.233] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:45.243] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:45.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:45.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:45.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:45.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:45.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:45.435] [mlr3] Finished benchmark
## INFO [11:04:45.449] [bbotk] Result of batch 377:
## INFO [11:04:45.449] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:45.449] [bbotk] 4 184 TRUE gini 0.229297 0.6552739 0
## INFO [11:04:45.449] [bbotk] errors runtime_learners uhash
## INFO [11:04:45.449] [bbotk] 0 0.167 c263c5e6-ab87-4135-8fa5-4a0137c941e3
## INFO [11:04:45.452] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:45.460] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:45.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:45.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:45.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:46.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:46.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:46.468] [mlr3] Finished benchmark
## INFO [11:04:46.483] [bbotk] Result of batch 378:
## INFO [11:04:46.484] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:46.484] [bbotk] 5 15 TRUE extratrees 0.877987 0.792601 0
## INFO [11:04:46.484] [bbotk] errors runtime_learners uhash
## INFO [11:04:46.484] [bbotk] 0 0.981 a3e8368d-46ad-42c1-b4f9-3377ce3ab093
## INFO [11:04:46.486] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:46.496] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:46.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:46.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:46.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:46.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:46.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:46.929] [mlr3] Finished benchmark
## INFO [11:04:46.943] [bbotk] Result of batch 379:
## INFO [11:04:46.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:46.944] [bbotk] 1 51 TRUE gini 0.7891131 0.7296045 0
## INFO [11:04:46.944] [bbotk] errors runtime_learners uhash
## INFO [11:04:46.944] [bbotk] 0 0.407 1bee680b-c9fa-4c97-b46f-73efe09883bd
## INFO [11:04:46.946] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:46.955] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:46.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:47.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:47.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:47.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:47.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:47.339] [mlr3] Finished benchmark
## INFO [11:04:47.353] [bbotk] Result of batch 380:
## INFO [11:04:47.354] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:47.354] [bbotk] 2 141 FALSE extratrees 0.7662904 0.6903832 0
## INFO [11:04:47.354] [bbotk] errors runtime_learners uhash
## INFO [11:04:47.354] [bbotk] 0 0.358 ea3351a0-ec8e-482e-9dbb-517991af0f79
## INFO [11:04:47.364] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:47.375] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:47.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:47.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:47.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:47.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:47.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:47.659] [mlr3] Finished benchmark
## INFO [11:04:47.673] [bbotk] Result of batch 381:
## INFO [11:04:47.674] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:47.674] [bbotk] 5 151 FALSE gini 0.3000747 0.6949349 0
## INFO [11:04:47.674] [bbotk] errors runtime_learners uhash
## INFO [11:04:47.674] [bbotk] 0 0.261 e4ddbdd3-22e6-430a-bebc-868f022a57c5
## INFO [11:04:47.676] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:47.685] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:47.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:47.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:47.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:47.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:47.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:47.834] [mlr3] Finished benchmark
## INFO [11:04:47.848] [bbotk] Result of batch 382:
## INFO [11:04:47.848] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:47.848] [bbotk] 5 487 TRUE gini 0.4562807 0.6 0
## INFO [11:04:47.848] [bbotk] errors runtime_learners uhash
## INFO [11:04:47.848] [bbotk] 0 0.126 a8591d24-9792-4a1e-ae0e-b005e4e6f5d0
## INFO [11:04:47.850] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:47.859] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:47.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:47.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:47.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:47.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:47.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:48.020] [mlr3] Finished benchmark
## INFO [11:04:48.034] [bbotk] Result of batch 383:
## INFO [11:04:48.034] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:48.034] [bbotk] 5 341 TRUE extratrees 0.3902932 0.6 0
## INFO [11:04:48.034] [bbotk] errors runtime_learners uhash
## INFO [11:04:48.034] [bbotk] 0 0.135 bd0a3b87-f597-48db-8012-e6465823c294
## INFO [11:04:48.037] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:48.045] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:48.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:48.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:48.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:48.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:48.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:48.297] [mlr3] Finished benchmark
## INFO [11:04:48.311] [bbotk] Result of batch 384:
## INFO [11:04:48.312] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:48.312] [bbotk] 1 180 TRUE extratrees 0.3595839 0.7364168 0
## INFO [11:04:48.312] [bbotk] errors runtime_learners uhash
## INFO [11:04:48.312] [bbotk] 0 0.225 ade67c71-ebb3-4b85-8ad7-eec72cc70faa
## INFO [11:04:48.314] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:48.323] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:48.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:48.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:48.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:48.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:48.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:48.859] [mlr3] Finished benchmark
## INFO [11:04:48.873] [bbotk] Result of batch 385:
## INFO [11:04:48.874] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:48.874] [bbotk] 4 77 FALSE gini 0.7231242 0.7398105 0
## INFO [11:04:48.874] [bbotk] errors runtime_learners uhash
## INFO [11:04:48.874] [bbotk] 0 0.502 4747f79e-dfb4-4f63-be40-454fa09bc92a
## INFO [11:04:48.876] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:48.885] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:48.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:48.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:49.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:49.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:49.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:49.241] [mlr3] Finished benchmark
## INFO [11:04:49.255] [bbotk] Result of batch 386:
## INFO [11:04:49.256] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:49.256] [bbotk] 1 106 FALSE gini 0.8911999 0.701204 0
## INFO [11:04:49.256] [bbotk] errors runtime_learners uhash
## INFO [11:04:49.256] [bbotk] 0 0.331 b5bf4ec3-2380-4718-8bb7-6f4e67e54853
## INFO [11:04:49.258] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:49.267] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:49.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:49.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:49.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:49.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:49.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:49.419] [mlr3] Finished benchmark
## INFO [11:04:49.433] [bbotk] Result of batch 387:
## INFO [11:04:49.439] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:49.439] [bbotk] 3 369 TRUE extratrees 0.241534 0.6 0
## INFO [11:04:49.439] [bbotk] errors runtime_learners uhash
## INFO [11:04:49.439] [bbotk] 0 0.128 48dbb05f-1ecf-4c09-820b-1fe8716953f7
## INFO [11:04:49.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:49.454] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:49.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:49.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:49.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:49.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:49.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:49.663] [mlr3] Finished benchmark
## INFO [11:04:49.677] [bbotk] Result of batch 388:
## INFO [11:04:49.678] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:49.678] [bbotk] 5 277 TRUE gini 0.3693538 0.6593143 0
## INFO [11:04:49.678] [bbotk] errors runtime_learners uhash
## INFO [11:04:49.678] [bbotk] 0 0.187 124219be-1a5f-45fa-bea2-6833aeb31b23
## INFO [11:04:49.680] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:49.688] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:49.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:49.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:49.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:49.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:50.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:50.105] [mlr3] Finished benchmark
## INFO [11:04:50.119] [bbotk] Result of batch 389:
## INFO [11:04:50.120] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:50.120] [bbotk] 1 60 FALSE gini 0.9835264 0.7292217 0
## INFO [11:04:50.120] [bbotk] errors runtime_learners uhash
## INFO [11:04:50.120] [bbotk] 0 0.395 e0681798-c5f7-43fb-a833-da6a4e22d83e
## INFO [11:04:50.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:50.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:50.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:50.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:50.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:50.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:50.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:50.292] [mlr3] Finished benchmark
## INFO [11:04:50.306] [bbotk] Result of batch 390:
## INFO [11:04:50.306] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:50.306] [bbotk] 5 404 TRUE extratrees 0.3025968 0.6 0
## INFO [11:04:50.306] [bbotk] errors runtime_learners uhash
## INFO [11:04:50.306] [bbotk] 0 0.13 3ec4262a-42dd-49ac-a9c5-8c99f3663f73
## INFO [11:04:50.308] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:50.317] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:50.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:50.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:50.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:50.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:50.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:50.491] [mlr3] Finished benchmark
## INFO [11:04:50.505] [bbotk] Result of batch 391:
## INFO [11:04:50.506] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:50.506] [bbotk] 2 233 FALSE extratrees 0.2243679 0.6 0
## INFO [11:04:50.506] [bbotk] errors runtime_learners uhash
## INFO [11:04:50.506] [bbotk] 0 0.149 fe1ce153-5d09-4db6-b535-989df60ced87
## INFO [11:04:50.508] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:50.517] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:50.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:50.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:50.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:50.655] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:50.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:50.745] [mlr3] Finished benchmark
## INFO [11:04:50.759] [bbotk] Result of batch 392:
## INFO [11:04:50.759] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:50.759] [bbotk] 3 476 TRUE extratrees 0.6329032 0.7088657 0
## INFO [11:04:50.759] [bbotk] errors runtime_learners uhash
## INFO [11:04:50.759] [bbotk] 0 0.199 56a97859-247e-436e-9e95-66905bebf15d
## INFO [11:04:50.762] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:50.770] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:50.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:50.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:50.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:51.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:51.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:51.192] [mlr3] Finished benchmark
## INFO [11:04:51.208] [bbotk] Result of batch 393:
## INFO [11:04:51.209] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:51.209] [bbotk] 5 73 TRUE extratrees 0.3967252 0.6877773 0
## INFO [11:04:51.209] [bbotk] errors runtime_learners uhash
## INFO [11:04:51.209] [bbotk] 0 0.395 162f5f05-be1c-498a-bf71-b9cf1e7cb115
## INFO [11:04:51.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:51.222] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:51.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:51.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:51.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:51.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:51.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:51.709] [mlr3] Finished benchmark
## INFO [11:04:51.724] [bbotk] Result of batch 394:
## INFO [11:04:51.725] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:51.725] [bbotk] 1 63 TRUE extratrees 0.7433693 0.6900138 0
## INFO [11:04:51.725] [bbotk] errors runtime_learners uhash
## INFO [11:04:51.725] [bbotk] 0 0.457 3ea55df1-4b0d-47d9-834f-bdbfcd04b7ea
## INFO [11:04:51.727] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:51.736] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:51.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:51.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:51.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:52.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:52.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:52.223] [mlr3] Finished benchmark
## INFO [11:04:52.237] [bbotk] Result of batch 395:
## INFO [11:04:52.237] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:52.237] [bbotk] 5 214 FALSE extratrees 0.9278925 0.6864123 0
## INFO [11:04:52.237] [bbotk] errors runtime_learners uhash
## INFO [11:04:52.237] [bbotk] 0 0.461 560e3ad6-6512-4fba-b3d3-d11c2afc008d
## INFO [11:04:52.239] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:52.248] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:52.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:52.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:52.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:52.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:52.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:52.608] [mlr3] Finished benchmark
## INFO [11:04:52.629] [bbotk] Result of batch 396:
## INFO [11:04:52.630] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:52.630] [bbotk] 1 279 TRUE extratrees 0.945078 0.7177095 0
## INFO [11:04:52.630] [bbotk] errors runtime_learners uhash
## INFO [11:04:52.630] [bbotk] 0 0.336 88c4b07f-3d99-4b8f-a77a-f12cb5e69fa1
## INFO [11:04:52.633] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:52.642] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:52.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:52.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:52.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:52.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:52.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:53.009] [mlr3] Finished benchmark
## INFO [11:04:53.023] [bbotk] Result of batch 397:
## INFO [11:04:53.024] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:53.024] [bbotk] 3 54 FALSE gini 0.2786025 0.7104193 0
## INFO [11:04:53.024] [bbotk] errors runtime_learners uhash
## INFO [11:04:53.024] [bbotk] 0 0.339 5df83a24-54cf-45e8-bc02-da2d56a65451
## INFO [11:04:53.026] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:53.035] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:53.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:53.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:53.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:53.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:53.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:53.188] [mlr3] Finished benchmark
## INFO [11:04:53.202] [bbotk] Result of batch 398:
## INFO [11:04:53.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:53.203] [bbotk] 3 406 TRUE extratrees 0.3125804 0.6 0
## INFO [11:04:53.203] [bbotk] errors runtime_learners uhash
## INFO [11:04:53.203] [bbotk] 0 0.129 7774f08b-cf89-4b73-bfa1-abf1b0484102
## INFO [11:04:53.205] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:53.220] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:53.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:53.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:53.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:53.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:53.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:53.439] [mlr3] Finished benchmark
## INFO [11:04:53.453] [bbotk] Result of batch 399:
## INFO [11:04:53.454] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:53.454] [bbotk] 1 402 FALSE gini 0.7458832 0.6860705 0
## INFO [11:04:53.454] [bbotk] errors runtime_learners uhash
## INFO [11:04:53.454] [bbotk] 0 0.192 8a0ebe70-e46b-4924-8078-7ee4b0a5c438
## INFO [11:04:53.456] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:53.465] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:53.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:53.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:53.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:53.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:53.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:54.034] [mlr3] Finished benchmark
## INFO [11:04:54.050] [bbotk] Result of batch 400:
## INFO [11:04:54.051] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:54.051] [bbotk] 4 56 TRUE extratrees 0.6264105 0.6897522 0
## INFO [11:04:54.051] [bbotk] errors runtime_learners uhash
## INFO [11:04:54.051] [bbotk] 0 0.543 ead25944-a89f-407d-955c-952fb4953451
## INFO [11:04:54.053] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:54.063] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:54.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:54.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:54.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:54.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:54.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:54.326] [mlr3] Finished benchmark
## INFO [11:04:54.340] [bbotk] Result of batch 401:
## INFO [11:04:54.341] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:54.341] [bbotk] 2 488 TRUE gini 0.9051277 0.6896784 0
## INFO [11:04:54.341] [bbotk] errors runtime_learners uhash
## INFO [11:04:54.341] [bbotk] 0 0.227 b6b4ebc4-2e70-4ca2-812b-633b05daa345
## INFO [11:04:54.343] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:54.352] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:54.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:54.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:54.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:54.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:54.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:54.790] [mlr3] Finished benchmark
## INFO [11:04:54.805] [bbotk] Result of batch 402:
## INFO [11:04:54.806] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:54.806] [bbotk] 5 123 TRUE gini 0.5242834 0.7028888 0
## INFO [11:04:54.806] [bbotk] errors runtime_learners uhash
## INFO [11:04:54.806] [bbotk] 0 0.409 6b2cde7b-c722-497d-994f-0c528fad96df
## INFO [11:04:54.808] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:54.817] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:54.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:54.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:54.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:54.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:54.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:54.999] [mlr3] Finished benchmark
## INFO [11:04:55.013] [bbotk] Result of batch 403:
## INFO [11:04:55.014] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:55.014] [bbotk] 3 436 TRUE extratrees 0.1925887 0.6 0
## INFO [11:04:55.014] [bbotk] errors runtime_learners uhash
## INFO [11:04:55.014] [bbotk] 0 0.151 ed723823-b610-4748-9080-c27f4abcd61c
## INFO [11:04:55.016] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:55.026] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:55.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:55.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:55.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:55.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:55.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:55.370] [mlr3] Finished benchmark
## INFO [11:04:55.385] [bbotk] Result of batch 404:
## INFO [11:04:55.385] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:55.385] [bbotk] 3 234 FALSE extratrees 0.7111628 0.7116808 0
## INFO [11:04:55.385] [bbotk] errors runtime_learners uhash
## INFO [11:04:55.385] [bbotk] 0 0.317 5afa3c8c-c2f3-418f-939b-a910c5de8526
## INFO [11:04:55.388] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:55.397] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:55.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:55.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:55.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:55.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:55.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:55.573] [mlr3] Finished benchmark
## INFO [11:04:55.588] [bbotk] Result of batch 405:
## INFO [11:04:55.589] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:55.589] [bbotk] 2 361 FALSE gini 0.2987279 0.6 0
## INFO [11:04:55.589] [bbotk] errors runtime_learners uhash
## INFO [11:04:55.589] [bbotk] 0 0.146 fad3b2fb-5916-46f5-be29-04cdd04bb47a
## INFO [11:04:55.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:55.600] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:55.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:55.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:55.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:55.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:55.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:55.896] [mlr3] Finished benchmark
## INFO [11:04:55.910] [bbotk] Result of batch 406:
## INFO [11:04:55.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:55.911] [bbotk] 1 97 FALSE gini 0.3537486 0.6898627 0
## INFO [11:04:55.911] [bbotk] errors runtime_learners uhash
## INFO [11:04:55.911] [bbotk] 0 0.271 4d7ddffa-d394-4481-8e64-3960abd0693b
## INFO [11:04:55.913] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:55.922] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:55.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:55.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:56.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:56.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:56.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:56.297] [mlr3] Finished benchmark
## INFO [11:04:56.320] [bbotk] Result of batch 407:
## INFO [11:04:56.321] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:56.321] [bbotk] 1 103 TRUE gini 0.8341778 0.7072646 0
## INFO [11:04:56.321] [bbotk] errors runtime_learners uhash
## INFO [11:04:56.321] [bbotk] 0 0.348 5f706de9-d04f-4f52-8fe2-0c8cafe4ba44
## INFO [11:04:56.323] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:56.332] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:56.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:56.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:56.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:56.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:56.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:56.624] [mlr3] Finished benchmark
## INFO [11:04:56.638] [bbotk] Result of batch 408:
## INFO [11:04:56.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:56.638] [bbotk] 5 218 FALSE gini 0.4382177 0.6931331 0
## INFO [11:04:56.638] [bbotk] errors runtime_learners uhash
## INFO [11:04:56.638] [bbotk] 0 0.267 a2cfae3b-13ee-48fe-953c-ed9f87ac58c9
## INFO [11:04:56.641] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:56.650] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:56.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:56.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:56.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:56.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:56.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:56.857] [mlr3] Finished benchmark
## INFO [11:04:56.872] [bbotk] Result of batch 409:
## INFO [11:04:56.872] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:56.872] [bbotk] 2 331 FALSE gini 0.400139 0.6515058 0
## INFO [11:04:56.872] [bbotk] errors runtime_learners uhash
## INFO [11:04:56.872] [bbotk] 0 0.181 56a5ec58-ebc4-442c-abdb-b1a13881df36
## INFO [11:04:56.874] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:56.891] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:56.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:57.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:57.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:57.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:57.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:57.446] [mlr3] Finished benchmark
## INFO [11:04:57.460] [bbotk] Result of batch 410:
## INFO [11:04:57.461] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:57.461] [bbotk] 1 58 TRUE extratrees 0.9795116 0.6881446 0
## INFO [11:04:57.461] [bbotk] errors runtime_learners uhash
## INFO [11:04:57.461] [bbotk] 0 0.529 f27fb0e4-161e-460e-ab4b-7e3786afc373
## INFO [11:04:57.463] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:57.472] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:57.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:57.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:57.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:58.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:58.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:58.463] [mlr3] Finished benchmark
## INFO [11:04:58.478] [bbotk] Result of batch 411:
## INFO [11:04:58.479] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:58.479] [bbotk] 2 3 FALSE extratrees 0.792039 0.824106 0
## INFO [11:04:58.479] [bbotk] errors runtime_learners uhash
## INFO [11:04:58.479] [bbotk] 0 0.959 d7640dd9-b745-43da-a0b3-a404cdb38eff
## INFO [11:04:58.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:58.491] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:58.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:58.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:58.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:58.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:58.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:59.038] [mlr3] Finished benchmark
## INFO [11:04:59.052] [bbotk] Result of batch 412:
## INFO [11:04:59.053] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:59.053] [bbotk] 2 99 FALSE extratrees 0.9065431 0.6862457 0
## INFO [11:04:59.053] [bbotk] errors runtime_learners uhash
## INFO [11:04:59.053] [bbotk] 0 0.466 82aa8912-eb8e-45d4-b634-85b6bbc2bd19
## INFO [11:04:59.055] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:59.064] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:59.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:59.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:59.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:59.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:59.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:59.416] [mlr3] Finished benchmark
## INFO [11:04:59.431] [bbotk] Result of batch 413:
## INFO [11:04:59.432] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:59.432] [bbotk] 1 53 TRUE gini 0.4737793 0.7072646 0
## INFO [11:04:59.432] [bbotk] errors runtime_learners uhash
## INFO [11:04:59.432] [bbotk] 0 0.328 95eb7c51-1fc2-409c-acd6-8365ff8876ce
## INFO [11:04:59.434] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:59.444] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:59.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:59.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:59.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:59.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:04:59.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:04:59.638] [mlr3] Finished benchmark
## INFO [11:04:59.653] [bbotk] Result of batch 414:
## INFO [11:04:59.653] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:04:59.653] [bbotk] 2 290 FALSE extratrees 0.1549844 0.6 0
## INFO [11:04:59.653] [bbotk] errors runtime_learners uhash
## INFO [11:04:59.653] [bbotk] 0 0.166 7f841429-44fd-439b-ac50-1b940e218fb7
## INFO [11:04:59.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:04:59.664] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:04:59.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:04:59.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:04:59.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:04:59.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:00.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:00.117] [mlr3] Finished benchmark
## INFO [11:05:00.131] [bbotk] Result of batch 415:
## INFO [11:05:00.132] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:00.132] [bbotk] 4 170 TRUE gini 0.8082194 0.7141761 0
## INFO [11:05:00.132] [bbotk] errors runtime_learners uhash
## INFO [11:05:00.132] [bbotk] 0 0.43 0b3e7e0b-fbae-419a-b9d5-90954b4f2872
## INFO [11:05:00.134] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:00.143] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:00.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:00.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:00.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:00.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:00.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:00.292] [mlr3] Finished benchmark
## INFO [11:05:00.306] [bbotk] Result of batch 416:
## INFO [11:05:00.307] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:00.307] [bbotk] 4 395 TRUE gini 0.3064002 0.6 0
## INFO [11:05:00.307] [bbotk] errors runtime_learners uhash
## INFO [11:05:00.307] [bbotk] 0 0.125 1b9ee40a-f357-4ea2-bdd1-6ce371c0f48e
## INFO [11:05:00.309] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:00.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:00.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:00.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:00.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:00.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:00.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:00.485] [mlr3] Finished benchmark
## INFO [11:05:00.499] [bbotk] Result of batch 417:
## INFO [11:05:00.499] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:00.499] [bbotk] 5 263 TRUE gini 0.1187292 0.6 0
## INFO [11:05:00.499] [bbotk] errors runtime_learners uhash
## INFO [11:05:00.499] [bbotk] 0 0.132 34696a25-6f14-4e47-bcc0-9587f8ecae41
## INFO [11:05:00.502] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:00.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:00.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:00.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:00.655] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:00.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:00.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:00.876] [mlr3] Finished benchmark
## INFO [11:05:00.891] [bbotk] Result of batch 418:
## INFO [11:05:00.892] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:00.892] [bbotk] 2 58 TRUE gini 0.4183752 0.7124395 0
## INFO [11:05:00.892] [bbotk] errors runtime_learners uhash
## INFO [11:05:00.892] [bbotk] 0 0.339 fd586ba4-5c19-4a0f-a13d-822bdfc619ab
## INFO [11:05:00.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:00.903] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:00.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:00.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:01.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:01.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:01.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:01.162] [mlr3] Finished benchmark
## INFO [11:05:01.176] [bbotk] Result of batch 419:
## INFO [11:05:01.177] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:01.177] [bbotk] 2 88 TRUE extratrees 0.1914909 0.7287784 0
## INFO [11:05:01.177] [bbotk] errors runtime_learners uhash
## INFO [11:05:01.177] [bbotk] 0 0.23 5f04d2d4-58d2-432d-9f5d-ec7a3670d5a3
## INFO [11:05:01.179] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:01.188] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:01.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:01.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:01.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:01.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:01.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:01.647] [mlr3] Finished benchmark
## INFO [11:05:01.661] [bbotk] Result of batch 420:
## INFO [11:05:01.662] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:01.662] [bbotk] 1 82 FALSE extratrees 0.9145559 0.6881446 0
## INFO [11:05:01.662] [bbotk] errors runtime_learners uhash
## INFO [11:05:01.662] [bbotk] 0 0.431 3ac0a390-9bd8-4b09-95f4-db5c90cc827e
## INFO [11:05:01.664] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:01.673] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:01.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:01.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:01.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:02.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:02.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:02.280] [mlr3] Finished benchmark
## INFO [11:05:02.295] [bbotk] Result of batch 421:
## INFO [11:05:02.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:02.296] [bbotk] 2 20 FALSE gini 0.722262 0.7918664 0
## INFO [11:05:02.296] [bbotk] errors runtime_learners uhash
## INFO [11:05:02.296] [bbotk] 0 0.571 04b845ba-804d-4d39-aec8-877dfcc7402a
## INFO [11:05:02.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:02.307] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:02.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:02.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:02.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:02.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:02.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:02.472] [mlr3] Finished benchmark
## INFO [11:05:02.486] [bbotk] Result of batch 422:
## INFO [11:05:02.487] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:02.487] [bbotk] 5 464 FALSE gini 0.3835373 0.6 0
## INFO [11:05:02.487] [bbotk] errors runtime_learners uhash
## INFO [11:05:02.487] [bbotk] 0 0.141 c556b033-7489-452a-a495-a895126e9335
## INFO [11:05:02.489] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:02.498] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:02.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:02.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:02.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:02.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:02.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:02.649] [mlr3] Finished benchmark
## INFO [11:05:02.663] [bbotk] Result of batch 423:
## INFO [11:05:02.664] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:02.664] [bbotk] 3 416 TRUE gini 0.2483312 0.6 0
## INFO [11:05:02.664] [bbotk] errors runtime_learners uhash
## INFO [11:05:02.664] [bbotk] 0 0.126 98ebfd5f-1a45-4768-82df-445559e7096a
## INFO [11:05:02.666] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:02.687] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:02.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:02.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:02.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:02.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:02.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:02.840] [mlr3] Finished benchmark
## INFO [11:05:02.854] [bbotk] Result of batch 424:
## INFO [11:05:02.855] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:02.855] [bbotk] 2 415 TRUE extratrees 0.414729 0.6 0
## INFO [11:05:02.855] [bbotk] errors runtime_learners uhash
## INFO [11:05:02.855] [bbotk] 0 0.127 39cbad84-56a9-40fa-abf5-565027841b12
## INFO [11:05:02.857] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:02.866] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:02.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:02.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:02.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:02.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:02.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:03.021] [mlr3] Finished benchmark
## INFO [11:05:03.035] [bbotk] Result of batch 425:
## INFO [11:05:03.036] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:03.036] [bbotk] 1 453 TRUE gini 0.1393536 0.6 0
## INFO [11:05:03.036] [bbotk] errors runtime_learners uhash
## INFO [11:05:03.036] [bbotk] 0 0.129 fcc81645-c637-482c-97eb-387579e54643
## INFO [11:05:03.038] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:03.047] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:03.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:03.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:03.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:03.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:03.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:03.360] [mlr3] Finished benchmark
## INFO [11:05:03.375] [bbotk] Result of batch 426:
## INFO [11:05:03.375] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:03.375] [bbotk] 2 387 TRUE gini 0.9973359 0.6973897 0
## INFO [11:05:03.375] [bbotk] errors runtime_learners uhash
## INFO [11:05:03.375] [bbotk] 0 0.279 5ec08dba-0fe7-4ba9-bd93-89ab5cdad389
## INFO [11:05:03.378] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:03.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:03.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:03.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:03.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:03.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:03.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:03.536] [mlr3] Finished benchmark
## INFO [11:05:03.551] [bbotk] Result of batch 427:
## INFO [11:05:03.551] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:03.551] [bbotk] 3 449 TRUE gini 0.3837993 0.6 0
## INFO [11:05:03.551] [bbotk] errors runtime_learners uhash
## INFO [11:05:03.551] [bbotk] 0 0.127 4f1ac153-1a0e-467f-9c87-919b5a58be4a
## INFO [11:05:03.554] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:03.562] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:03.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:03.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:03.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:03.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:03.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:03.760] [mlr3] Finished benchmark
## INFO [11:05:03.785] [bbotk] Result of batch 428:
## INFO [11:05:03.786] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:03.786] [bbotk] 2 257 TRUE extratrees 0.3479149 0.7128997 0
## INFO [11:05:03.786] [bbotk] errors runtime_learners uhash
## INFO [11:05:03.786] [bbotk] 0 0.174 027b2932-bbbf-4448-8b9a-e0fc1b45a275
## INFO [11:05:03.789] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:03.799] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:03.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:03.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:03.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:03.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:04.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:04.104] [mlr3] Finished benchmark
## INFO [11:05:04.118] [bbotk] Result of batch 429:
## INFO [11:05:04.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:04.119] [bbotk] 1 174 FALSE gini 0.8419757 0.6959234 0
## INFO [11:05:04.119] [bbotk] errors runtime_learners uhash
## INFO [11:05:04.119] [bbotk] 0 0.28 631ce9f7-9382-4c38-9ac2-dae39aefe50a
## INFO [11:05:04.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:04.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:04.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:04.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:04.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:04.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:04.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:04.361] [mlr3] Finished benchmark
## INFO [11:05:04.375] [bbotk] Result of batch 430:
## INFO [11:05:04.376] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:04.376] [bbotk] 4 117 FALSE gini 0.1916622 0.6572941 0
## INFO [11:05:04.376] [bbotk] errors runtime_learners uhash
## INFO [11:05:04.376] [bbotk] 0 0.206 94cc8906-410c-4dcd-857c-d57f91dd46a1
## INFO [11:05:04.378] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:04.393] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:04.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:04.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:04.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:04.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:04.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:05.087] [mlr3] Finished benchmark
## INFO [11:05:05.101] [bbotk] Result of batch 431:
## INFO [11:05:05.102] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:05.102] [bbotk] 4 49 TRUE extratrees 0.8326203 0.6994837 0
## INFO [11:05:05.102] [bbotk] errors runtime_learners uhash
## INFO [11:05:05.102] [bbotk] 0 0.663 218e86a4-de2e-48fc-b84b-8ccfff59582d
## INFO [11:05:05.104] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:05.113] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:05.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:05.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:05.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:05.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:05.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:05.468] [mlr3] Finished benchmark
## INFO [11:05:05.483] [bbotk] Result of batch 432:
## INFO [11:05:05.483] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:05.483] [bbotk] 4 280 FALSE extratrees 0.8189365 0.6953419 0
## INFO [11:05:05.483] [bbotk] errors runtime_learners uhash
## INFO [11:05:05.483] [bbotk] 0 0.331 df1f1d27-47fe-40db-8050-ff7444eeb906
## INFO [11:05:05.486] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:05.494] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:05.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:05.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:05.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:05.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:05.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:06.032] [mlr3] Finished benchmark
## INFO [11:05:06.047] [bbotk] Result of batch 433:
## INFO [11:05:06.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:06.047] [bbotk] 1 25 FALSE extratrees 0.6388326 0.6938599 0
## INFO [11:05:06.047] [bbotk] errors runtime_learners uhash
## INFO [11:05:06.047] [bbotk] 0 0.501 1afcb4bb-d9a3-4150-964e-260fa1f3a589
## INFO [11:05:06.050] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:06.059] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:06.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:06.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:06.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:06.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:06.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:06.228] [mlr3] Finished benchmark
## INFO [11:05:06.243] [bbotk] Result of batch 434:
## INFO [11:05:06.244] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:06.244] [bbotk] 1 391 FALSE extratrees 0.3520288 0.6 0
## INFO [11:05:06.244] [bbotk] errors runtime_learners uhash
## INFO [11:05:06.244] [bbotk] 0 0.145 fff5d743-0e5e-405f-8767-47d36927e383
## INFO [11:05:06.246] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:06.255] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:06.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:06.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:06.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:06.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:06.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:06.518] [mlr3] Finished benchmark
## INFO [11:05:06.533] [bbotk] Result of batch 435:
## INFO [11:05:06.534] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:06.534] [bbotk] 3 377 FALSE gini 0.7257068 0.6973224 0
## INFO [11:05:06.534] [bbotk] errors runtime_learners uhash
## INFO [11:05:06.534] [bbotk] 0 0.236 115122c8-5421-4d89-9e41-da7f2a57a8e9
## INFO [11:05:06.536] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:06.545] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:06.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:06.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:06.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:06.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:06.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:06.798] [mlr3] Finished benchmark
## INFO [11:05:06.812] [bbotk] Result of batch 436:
## INFO [11:05:06.813] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:06.813] [bbotk] 2 401 FALSE gini 0.9858114 0.6971713 0
## INFO [11:05:06.813] [bbotk] errors runtime_learners uhash
## INFO [11:05:06.813] [bbotk] 0 0.231 746c0cf8-b80c-4210-95d2-088a735b90cb
## INFO [11:05:06.815] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:06.824] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:06.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:06.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:06.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:06.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:06.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:06.980] [mlr3] Finished benchmark
## INFO [11:05:07.004] [bbotk] Result of batch 437:
## INFO [11:05:07.005] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:07.005] [bbotk] 4 479 TRUE extratrees 0.4030496 0.6 0
## INFO [11:05:07.005] [bbotk] errors runtime_learners uhash
## INFO [11:05:07.005] [bbotk] 0 0.128 08eab927-5c13-49e0-937e-6ca9d13e4706
## INFO [11:05:07.009] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:07.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:07.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:07.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:07.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:07.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:07.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:07.173] [mlr3] Finished benchmark
## INFO [11:05:07.187] [bbotk] Result of batch 438:
## INFO [11:05:07.188] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:07.188] [bbotk] 4 457 TRUE extratrees 0.136397 0.6 0
## INFO [11:05:07.188] [bbotk] errors runtime_learners uhash
## INFO [11:05:07.188] [bbotk] 0 0.129 3f3d88ce-ce0e-42cd-9f70-275ebc77a8b7
## INFO [11:05:07.190] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:07.199] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:07.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:07.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:07.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:07.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:07.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:07.544] [mlr3] Finished benchmark
## INFO [11:05:07.558] [bbotk] Result of batch 439:
## INFO [11:05:07.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:07.559] [bbotk] 2 198 FALSE extratrees 0.7589342 0.6967764 0
## INFO [11:05:07.559] [bbotk] errors runtime_learners uhash
## INFO [11:05:07.559] [bbotk] 0 0.32 4c2c473e-9aac-40e3-90da-bd0ad9a29ade
## INFO [11:05:07.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:07.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:07.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:07.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:07.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:07.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:07.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:07.779] [mlr3] Finished benchmark
## INFO [11:05:07.794] [bbotk] Result of batch 440:
## INFO [11:05:07.795] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:07.795] [bbotk] 5 180 TRUE extratrees 0.2277175 0.6988618 0
## INFO [11:05:07.795] [bbotk] errors runtime_learners uhash
## INFO [11:05:07.795] [bbotk] 0 0.172 24775ece-fc6e-4b25-9d2e-e0c881c3cea7
## INFO [11:05:07.797] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:07.806] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:07.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:07.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:07.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:07.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:08.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:08.122] [mlr3] Finished benchmark
## INFO [11:05:08.136] [bbotk] Result of batch 441:
## INFO [11:05:08.137] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:08.137] [bbotk] 2 275 TRUE gini 0.8479306 0.6972926 0
## INFO [11:05:08.137] [bbotk] errors runtime_learners uhash
## INFO [11:05:08.137] [bbotk] 0 0.292 8ce980af-425f-4f93-9501-c8ec6b945416
## INFO [11:05:08.139] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:08.148] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:08.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:08.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:08.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:08.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:08.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:08.439] [mlr3] Finished benchmark
## INFO [11:05:08.454] [bbotk] Result of batch 442:
## INFO [11:05:08.455] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:08.455] [bbotk] 1 208 TRUE extratrees 0.4731481 0.738437 0
## INFO [11:05:08.455] [bbotk] errors runtime_learners uhash
## INFO [11:05:08.455] [bbotk] 0 0.264 f2ea1a23-d189-40f8-b67e-b5037bc72651
## INFO [11:05:08.457] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:08.466] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:08.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:08.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:08.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:08.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:08.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:08.776] [mlr3] Finished benchmark
## INFO [11:05:08.791] [bbotk] Result of batch 443:
## INFO [11:05:08.792] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:08.792] [bbotk] 2 140 TRUE gini 0.4937894 0.7030511 0
## INFO [11:05:08.792] [bbotk] errors runtime_learners uhash
## INFO [11:05:08.792] [bbotk] 0 0.283 fcb7a7a8-a1a3-474d-a727-375d506c6703
## INFO [11:05:08.794] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:08.803] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:08.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:08.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:08.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:08.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:08.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:09.014] [mlr3] Finished benchmark
## INFO [11:05:09.032] [bbotk] Result of batch 444:
## INFO [11:05:09.033] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:09.033] [bbotk] 1 357 FALSE gini 0.2520066 0.6 0
## INFO [11:05:09.033] [bbotk] errors runtime_learners uhash
## INFO [11:05:09.033] [bbotk] 0 0.181 4576abef-d2de-4d41-b52d-25f0bd19f392
## INFO [11:05:09.035] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:09.044] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:09.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:09.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:09.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:09.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:09.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:09.505] [mlr3] Finished benchmark
## INFO [11:05:09.520] [bbotk] Result of batch 445:
## INFO [11:05:09.521] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:09.521] [bbotk] 4 96 TRUE extratrees 0.6056364 0.6801333 0
## INFO [11:05:09.521] [bbotk] errors runtime_learners uhash
## INFO [11:05:09.521] [bbotk] 0 0.435 578416d6-cc38-4f0f-aff7-4c2228cea311
## INFO [11:05:09.523] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:09.532] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:09.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:09.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:09.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:09.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:09.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:09.837] [mlr3] Finished benchmark
## INFO [11:05:09.852] [bbotk] Result of batch 446:
## INFO [11:05:09.853] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:09.853] [bbotk] 1 226 FALSE extratrees 0.59812 0.7212855 0
## INFO [11:05:09.853] [bbotk] errors runtime_learners uhash
## INFO [11:05:09.853] [bbotk] 0 0.278 b307f707-9833-4094-a013-7061e0d19f01
## INFO [11:05:09.855] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:09.877] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:09.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:09.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:09.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:09.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:10.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:10.060] [mlr3] Finished benchmark
## INFO [11:05:10.074] [bbotk] Result of batch 447:
## INFO [11:05:10.075] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:10.075] [bbotk] 3 401 FALSE extratrees 0.2639149 0.4 0
## INFO [11:05:10.075] [bbotk] errors runtime_learners uhash
## INFO [11:05:10.075] [bbotk] 0 0.153 70b2839d-a2a0-4751-9604-29055d3389bf
## INFO [11:05:10.077] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:10.086] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:10.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:10.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:10.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:10.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:10.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:10.415] [mlr3] Finished benchmark
## INFO [11:05:10.430] [bbotk] Result of batch 448:
## INFO [11:05:10.431] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:10.431] [bbotk] 4 472 TRUE extratrees 0.9629281 0.7289536 0
## INFO [11:05:10.431] [bbotk] errors runtime_learners uhash
## INFO [11:05:10.431] [bbotk] 0 0.305 e57e0651-3d2b-4030-8c8b-01f8bf90d47b
## INFO [11:05:10.433] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:10.442] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:10.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:10.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:10.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:10.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:10.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:10.916] [mlr3] Finished benchmark
## INFO [11:05:10.931] [bbotk] Result of batch 449:
## INFO [11:05:10.932] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:10.932] [bbotk] 4 91 TRUE extratrees 0.5985296 0.6821535 0
## INFO [11:05:10.932] [bbotk] errors runtime_learners uhash
## INFO [11:05:10.932] [bbotk] 0 0.44 92e04711-bd46-479e-bcc8-33bd75e755d2
## INFO [11:05:10.934] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:10.943] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:10.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:10.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:11.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:11.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:11.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:11.146] [mlr3] Finished benchmark
## INFO [11:05:11.161] [bbotk] Result of batch 450:
## INFO [11:05:11.162] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:11.162] [bbotk] 1 408 FALSE gini 0.6228478 0.6609892 0
## INFO [11:05:11.162] [bbotk] errors runtime_learners uhash
## INFO [11:05:11.162] [bbotk] 0 0.178 a4a74ef7-0cf4-4b52-88ac-143f404248f7
## INFO [11:05:11.164] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:11.173] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:11.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:11.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:11.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:11.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:11.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:11.348] [mlr3] Finished benchmark
## INFO [11:05:11.372] [bbotk] Result of batch 451:
## INFO [11:05:11.373] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:11.373] [bbotk] 1 346 FALSE extratrees 0.2599261 0.4 0
## INFO [11:05:11.373] [bbotk] errors runtime_learners uhash
## INFO [11:05:11.373] [bbotk] 0 0.149 e5045457-ea52-4b6e-a886-56d9ef8a4362
## INFO [11:05:11.377] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:11.388] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:11.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:11.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:11.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:11.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:11.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:11.816] [mlr3] Finished benchmark
## INFO [11:05:11.831] [bbotk] Result of batch 452:
## INFO [11:05:11.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:11.831] [bbotk] 4 138 FALSE extratrees 0.6726521 0.6902343 0
## INFO [11:05:11.831] [bbotk] errors runtime_learners uhash
## INFO [11:05:11.831] [bbotk] 0 0.404 e30c8337-470d-431a-ac0f-2f2dae86fd5f
## INFO [11:05:11.834] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:11.843] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:11.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:11.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:11.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:12.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:12.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:12.129] [mlr3] Finished benchmark
## INFO [11:05:12.143] [bbotk] Result of batch 453:
## INFO [11:05:12.144] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:12.144] [bbotk] 2 294 FALSE gini 0.8382625 0.7012791 0
## INFO [11:05:12.144] [bbotk] errors runtime_learners uhash
## INFO [11:05:12.144] [bbotk] 0 0.263 52ec58dc-e69b-480f-a518-322e60bb3239
## INFO [11:05:12.146] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:12.155] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:12.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:12.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:12.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:12.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:12.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:13.066] [mlr3] Finished benchmark
## INFO [11:05:13.081] [bbotk] Result of batch 454:
## INFO [11:05:13.081] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:13.081] [bbotk] 4 1 TRUE extratrees 0.560532 0.8262588 0
## INFO [11:05:13.081] [bbotk] errors runtime_learners uhash
## INFO [11:05:13.081] [bbotk] 0 0.875 7ca58db2-e554-4574-8313-ad552e6ca905
## INFO [11:05:13.084] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:13.093] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:13.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:13.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:13.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:13.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:13.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:13.439] [mlr3] Finished benchmark
## INFO [11:05:13.455] [bbotk] Result of batch 455:
## INFO [11:05:13.456] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:13.456] [bbotk] 2 281 TRUE extratrees 0.7863053 0.711951 0
## INFO [11:05:13.456] [bbotk] errors runtime_learners uhash
## INFO [11:05:13.456] [bbotk] 0 0.309 6b98cd4c-f696-4412-a65b-539a293f3bff
## INFO [11:05:13.458] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:13.469] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:13.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:13.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:13.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:13.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:13.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:14.000] [mlr3] Finished benchmark
## INFO [11:05:14.015] [bbotk] Result of batch 456:
## INFO [11:05:14.016] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:14.016] [bbotk] 4 58 TRUE extratrees 0.5974802 0.6898217 0
## INFO [11:05:14.016] [bbotk] errors runtime_learners uhash
## INFO [11:05:14.016] [bbotk] 0 0.504 da958476-156f-4eee-ad5a-d6808f0e9bb8
## INFO [11:05:14.018] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:14.027] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:14.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:14.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:14.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:14.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:14.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:14.259] [mlr3] Finished benchmark
## INFO [11:05:14.284] [bbotk] Result of batch 457:
## INFO [11:05:14.285] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:14.285] [bbotk] 1 104 TRUE gini 0.2528341 0.6898649 0
## INFO [11:05:14.285] [bbotk] errors runtime_learners uhash
## INFO [11:05:14.285] [bbotk] 0 0.207 f5a2ef1e-fe60-42c5-9c74-a7d34f47ce94
## INFO [11:05:14.289] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:14.301] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:14.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:14.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:14.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:14.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:14.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:14.516] [mlr3] Finished benchmark
## INFO [11:05:14.531] [bbotk] Result of batch 458:
## INFO [11:05:14.532] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:14.532] [bbotk] 1 451 FALSE gini 0.8752526 0.6863187 0
## INFO [11:05:14.532] [bbotk] errors runtime_learners uhash
## INFO [11:05:14.532] [bbotk] 0 0.189 2e6a0119-3075-4bf2-a804-92a61e9755a8
## INFO [11:05:14.534] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:14.543] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:14.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:14.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:14.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:14.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:14.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:14.765] [mlr3] Finished benchmark
## INFO [11:05:14.780] [bbotk] Result of batch 459:
## INFO [11:05:14.781] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:14.781] [bbotk] 5 282 FALSE extratrees 0.3474523 0.6953419 0
## INFO [11:05:14.781] [bbotk] errors runtime_learners uhash
## INFO [11:05:14.781] [bbotk] 0 0.199 ff88257c-509a-4503-934c-a4b38ab62f28
## INFO [11:05:14.783] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:14.792] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:14.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:14.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:15.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:15.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:15.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:15.314] [mlr3] Finished benchmark
## INFO [11:05:15.330] [bbotk] Result of batch 460:
## INFO [11:05:15.330] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:15.330] [bbotk] 3 99 TRUE gini 0.9245044 0.7329267 0
## INFO [11:05:15.330] [bbotk] errors runtime_learners uhash
## INFO [11:05:15.330] [bbotk] 0 0.49 e74277a8-fe75-4ff3-88b0-e78087795392
## INFO [11:05:15.333] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:15.343] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:15.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:15.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:15.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:15.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:15.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:15.630] [mlr3] Finished benchmark
## INFO [11:05:15.645] [bbotk] Result of batch 461:
## INFO [11:05:15.646] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:15.646] [bbotk] 4 65 TRUE gini 0.1773878 0.7028349 0
## INFO [11:05:15.646] [bbotk] errors runtime_learners uhash
## INFO [11:05:15.646] [bbotk] 0 0.257 07184771-f511-410a-bee9-db232181a7c1
## INFO [11:05:15.648] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:15.657] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:15.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:15.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:15.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:15.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:16.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:16.184] [mlr3] Finished benchmark
## INFO [11:05:16.199] [bbotk] Result of batch 462:
## INFO [11:05:16.200] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:16.200] [bbotk] 5 126 FALSE gini 0.760196 0.7334982 0
## INFO [11:05:16.200] [bbotk] errors runtime_learners uhash
## INFO [11:05:16.200] [bbotk] 0 0.496 f282e3ec-2413-43c3-aca6-fabcb4264a86
## INFO [11:05:16.202] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:16.211] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:16.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:16.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:16.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:16.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:16.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:16.554] [mlr3] Finished benchmark
## INFO [11:05:16.569] [bbotk] Result of batch 463:
## INFO [11:05:16.570] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:16.570] [bbotk] 4 153 TRUE gini 0.4954453 0.6990966 0
## INFO [11:05:16.570] [bbotk] errors runtime_learners uhash
## INFO [11:05:16.570] [bbotk] 0 0.318 bd1d3c84-ba0f-40fd-8dbf-c8e91c32ad09
## INFO [11:05:16.572] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:16.582] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:16.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:16.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:16.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:16.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:16.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:16.797] [mlr3] Finished benchmark
## INFO [11:05:16.833] [bbotk] Result of batch 464:
## INFO [11:05:16.834] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:16.834] [bbotk] 5 209 TRUE gini 0.314952 0.6593143 0
## INFO [11:05:16.834] [bbotk] errors runtime_learners uhash
## INFO [11:05:16.834] [bbotk] 0 0.188 87c7a5e6-f360-4111-aae1-8e8df057ffc2
## INFO [11:05:16.838] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:16.853] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:16.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:16.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:17.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:17.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:17.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:17.218] [mlr3] Finished benchmark
## INFO [11:05:17.233] [bbotk] Result of batch 465:
## INFO [11:05:17.234] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:17.234] [bbotk] 4 151 FALSE extratrees 0.5369696 0.6938379 0
## INFO [11:05:17.234] [bbotk] errors runtime_learners uhash
## INFO [11:05:17.234] [bbotk] 0 0.342 ec6a5aad-6ee8-44ba-a89e-a3a84496fe28
## INFO [11:05:17.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:17.245] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:17.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:17.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:17.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:17.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:17.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:17.681] [mlr3] Finished benchmark
## INFO [11:05:17.695] [bbotk] Result of batch 466:
## INFO [11:05:17.696] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:17.696] [bbotk] 4 85 FALSE extratrees 0.5336124 0.6821535 0
## INFO [11:05:17.696] [bbotk] errors runtime_learners uhash
## INFO [11:05:17.696] [bbotk] 0 0.412 6bf15c9a-f7c6-46fa-b445-13eadd35675f
## INFO [11:05:17.698] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:17.707] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:17.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:17.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:17.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:18.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:18.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:18.187] [mlr3] Finished benchmark
## INFO [11:05:18.202] [bbotk] Result of batch 467:
## INFO [11:05:18.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:18.203] [bbotk] 4 134 TRUE extratrees 0.7079547 0.6843921 0
## INFO [11:05:18.203] [bbotk] errors runtime_learners uhash
## INFO [11:05:18.203] [bbotk] 0 0.441 7712c2dd-1343-42f8-a975-2485bf6b6d3e
## INFO [11:05:18.205] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:18.214] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:18.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:18.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:18.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:18.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:18.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:18.478] [mlr3] Finished benchmark
## INFO [11:05:18.492] [bbotk] Result of batch 468:
## INFO [11:05:18.493] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:18.493] [bbotk] 1 393 TRUE gini 0.9507734 0.6901109 0
## INFO [11:05:18.493] [bbotk] errors runtime_learners uhash
## INFO [11:05:18.493] [bbotk] 0 0.239 5843a599-91a3-4950-b096-55c2adfe5dc7
## INFO [11:05:18.495] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:18.504] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:18.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:18.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:18.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:18.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:19.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:19.129] [mlr3] Finished benchmark
## INFO [11:05:19.145] [bbotk] Result of batch 469:
## INFO [11:05:19.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:19.146] [bbotk] 3 25 FALSE gini 0.6342592 0.7830659 0
## INFO [11:05:19.146] [bbotk] errors runtime_learners uhash
## INFO [11:05:19.146] [bbotk] 0 0.594 636e1a62-e8b5-46f7-b597-60dea0270120
## INFO [11:05:19.148] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:19.157] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:19.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:19.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:19.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:19.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:19.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:19.308] [mlr3] Finished benchmark
## INFO [11:05:19.323] [bbotk] Result of batch 470:
## INFO [11:05:19.324] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:19.324] [bbotk] 3 347 TRUE gini 0.3459313 0.4 0
## INFO [11:05:19.324] [bbotk] errors runtime_learners uhash
## INFO [11:05:19.324] [bbotk] 0 0.128 107c4ae3-adcf-4035-840d-22d0cdfd42e4
## INFO [11:05:19.326] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:19.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:19.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:19.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:19.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:19.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:19.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:19.643] [mlr3] Finished benchmark
## INFO [11:05:19.811] [bbotk] Result of batch 471:
## INFO [11:05:19.812] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:19.812] [bbotk] 4 273 TRUE gini 0.6244732 0.6989753 0
## INFO [11:05:19.812] [bbotk] errors runtime_learners uhash
## INFO [11:05:19.812] [bbotk] 0 0.283 dd859d63-6472-4f6e-b766-10f03696c90e
## INFO [11:05:19.814] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:19.823] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:19.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:19.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:19.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:20.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:20.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:20.218] [mlr3] Finished benchmark
## INFO [11:05:20.232] [bbotk] Result of batch 472:
## INFO [11:05:20.233] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:20.233] [bbotk] 1 72 FALSE gini 0.8702819 0.7220719 0
## INFO [11:05:20.233] [bbotk] errors runtime_learners uhash
## INFO [11:05:20.233] [bbotk] 0 0.37 fd8d8806-0494-4c0b-8532-b92c33ad1ddc
## INFO [11:05:20.235] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:20.244] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:20.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:20.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:20.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:20.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:20.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:20.518] [mlr3] Finished benchmark
## INFO [11:05:20.534] [bbotk] Result of batch 473:
## INFO [11:05:20.534] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:20.534] [bbotk] 4 323 FALSE extratrees 0.6119486 0.7268816 0
## INFO [11:05:20.534] [bbotk] errors runtime_learners uhash
## INFO [11:05:20.534] [bbotk] 0 0.247 d060004a-4bc7-430c-a2dd-6a933f740494
## INFO [11:05:20.537] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:20.546] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:20.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:20.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:20.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:20.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:20.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:20.736] [mlr3] Finished benchmark
## INFO [11:05:20.751] [bbotk] Result of batch 474:
## INFO [11:05:20.751] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:20.751] [bbotk] 3 235 FALSE gini 0.1990826 0.6 0
## INFO [11:05:20.751] [bbotk] errors runtime_learners uhash
## INFO [11:05:20.751] [bbotk] 0 0.161 d8827ecd-88dc-4cd6-8915-555ab869699c
## INFO [11:05:20.754] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:20.762] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:20.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:20.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:20.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:20.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:20.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:20.914] [mlr3] Finished benchmark
## INFO [11:05:20.929] [bbotk] Result of batch 475:
## INFO [11:05:20.930] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:20.930] [bbotk] 4 475 TRUE extratrees 0.5348478 0.6 0
## INFO [11:05:20.930] [bbotk] errors runtime_learners uhash
## INFO [11:05:20.930] [bbotk] 0 0.126 4a6e6137-3dc9-4c06-b236-86c52640e071
## INFO [11:05:20.932] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:20.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:20.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:20.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:21.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:21.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:21.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:21.176] [mlr3] Finished benchmark
## INFO [11:05:21.190] [bbotk] Result of batch 476:
## INFO [11:05:21.191] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:21.191] [bbotk] 1 233 TRUE extratrees 0.3676552 0.7343859 0
## INFO [11:05:21.191] [bbotk] errors runtime_learners uhash
## INFO [11:05:21.191] [bbotk] 0 0.205 97afef66-6895-4ffe-9f20-5ddc1a04446a
## INFO [11:05:21.193] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:21.202] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:21.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:21.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:21.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:21.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:21.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:21.649] [mlr3] Finished benchmark
## INFO [11:05:21.664] [bbotk] Result of batch 477:
## INFO [11:05:21.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:21.665] [bbotk] 3 123 FALSE gini 0.9684895 0.723432 0
## INFO [11:05:21.665] [bbotk] errors runtime_learners uhash
## INFO [11:05:21.665] [bbotk] 0 0.423 b7fb075d-c43d-4087-83c0-3c3dc0f8bff5
## INFO [11:05:21.667] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:21.676] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:21.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:21.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:21.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:21.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:21.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:22.081] [mlr3] Finished benchmark
## INFO [11:05:22.096] [bbotk] Result of batch 478:
## INFO [11:05:22.097] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:22.097] [bbotk] 2 113 FALSE gini 0.9317278 0.7124559 0
## INFO [11:05:22.097] [bbotk] errors runtime_learners uhash
## INFO [11:05:22.097] [bbotk] 0 0.381 c1779919-3a70-489c-a898-e69f4a1fb306
## INFO [11:05:22.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:22.114] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:22.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:22.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:22.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:22.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:22.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:22.436] [mlr3] Finished benchmark
## INFO [11:05:22.451] [bbotk] Result of batch 479:
## INFO [11:05:22.452] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:22.452] [bbotk] 2 325 FALSE extratrees 0.9797331 0.7139712 0
## INFO [11:05:22.452] [bbotk] errors runtime_learners uhash
## INFO [11:05:22.452] [bbotk] 0 0.299 94de2a36-0838-49ab-9f62-d82ac2baa783
## INFO [11:05:22.454] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:22.463] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:22.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:22.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:22.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:22.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:22.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:22.625] [mlr3] Finished benchmark
## INFO [11:05:22.640] [bbotk] Result of batch 480:
## INFO [11:05:22.640] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:22.640] [bbotk] 1 489 FALSE extratrees 0.4254558 0.6 0
## INFO [11:05:22.640] [bbotk] errors runtime_learners uhash
## INFO [11:05:22.640] [bbotk] 0 0.136 9cecef5f-f8ed-4f16-a24f-a0a45539e0e8
## INFO [11:05:22.642] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:22.651] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:22.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:22.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:23.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:23.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:23.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:23.723] [mlr3] Finished benchmark
## INFO [11:05:23.737] [bbotk] Result of batch 481:
## INFO [11:05:23.738] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:23.738] [bbotk] 5 8 FALSE extratrees 0.8035713 0.8076572 0
## INFO [11:05:23.738] [bbotk] errors runtime_learners uhash
## INFO [11:05:23.738] [bbotk] 0 1.04 6a4611a9-42ec-489f-984f-9f00f7fb1fb5
## INFO [11:05:23.740] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:23.749] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:23.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:23.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:23.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:24.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:24.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:24.358] [mlr3] Finished benchmark
## INFO [11:05:24.373] [bbotk] Result of batch 482:
## INFO [11:05:24.374] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:24.374] [bbotk] 5 82 FALSE extratrees 0.7737925 0.6918419 0
## INFO [11:05:24.374] [bbotk] errors runtime_learners uhash
## INFO [11:05:24.374] [bbotk] 0 0.584 4a2ed034-0a19-453b-a71a-122f8ae1e06e
## INFO [11:05:24.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:24.385] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:24.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:24.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:24.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:24.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:24.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:24.541] [mlr3] Finished benchmark
## INFO [11:05:24.555] [bbotk] Result of batch 483:
## INFO [11:05:24.556] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:24.556] [bbotk] 3 474 TRUE gini 0.501709 0.6 0
## INFO [11:05:24.556] [bbotk] errors runtime_learners uhash
## INFO [11:05:24.556] [bbotk] 0 0.125 328d71f8-e72c-4926-84fc-11de71ea62d8
## INFO [11:05:24.558] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:24.567] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:24.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:24.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:24.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:24.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:24.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:24.772] [mlr3] Finished benchmark
## INFO [11:05:24.787] [bbotk] Result of batch 484:
## INFO [11:05:24.788] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:24.788] [bbotk] 3 449 TRUE extratrees 0.5485251 0.6995943 0
## INFO [11:05:24.788] [bbotk] errors runtime_learners uhash
## INFO [11:05:24.788] [bbotk] 0 0.18 6e870d37-f4f3-4e9c-b52f-4de28031f456
## INFO [11:05:24.790] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:24.799] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:24.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:24.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:24.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:24.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:24.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:25.039] [mlr3] Finished benchmark
## INFO [11:05:25.053] [bbotk] Result of batch 485:
## INFO [11:05:25.054] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:25.054] [bbotk] 5 226 FALSE gini 0.2773017 0.6593143 0
## INFO [11:05:25.054] [bbotk] errors runtime_learners uhash
## INFO [11:05:25.054] [bbotk] 0 0.21 c3b952e7-d2e9-49c1-b7ca-ed258196da30
## INFO [11:05:25.056] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:25.065] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:25.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:25.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:25.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:25.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:25.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:25.238] [mlr3] Finished benchmark
## INFO [11:05:25.252] [bbotk] Result of batch 486:
## INFO [11:05:25.253] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:25.253] [bbotk] 3 247 FALSE gini 0.2810471 0.4 0
## INFO [11:05:25.253] [bbotk] errors runtime_learners uhash
## INFO [11:05:25.253] [bbotk] 0 0.147 bfbfff4d-1cdb-4d7e-b448-65ddaafaa194
## INFO [11:05:25.255] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:25.264] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:25.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:25.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:25.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:25.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:25.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:25.552] [mlr3] Finished benchmark
## INFO [11:05:25.567] [bbotk] Result of batch 487:
## INFO [11:05:25.568] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:25.568] [bbotk] 4 379 FALSE gini 0.8315422 0.7296521 0
## INFO [11:05:25.568] [bbotk] errors runtime_learners uhash
## INFO [11:05:25.568] [bbotk] 0 0.262 113ec0d9-706c-4132-8c9b-96a57d8c776d
## INFO [11:05:25.570] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:25.583] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:25.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:25.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:25.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:25.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:25.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:26.018] [mlr3] Finished benchmark
## INFO [11:05:26.033] [bbotk] Result of batch 488:
## INFO [11:05:26.034] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:26.034] [bbotk] 1 82 TRUE extratrees 0.7224798 0.6901648 0
## INFO [11:05:26.034] [bbotk] errors runtime_learners uhash
## INFO [11:05:26.034] [bbotk] 0 0.409 3b728640-04ca-455d-89bb-8d680857f39e
## INFO [11:05:26.036] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:26.045] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:26.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:26.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:26.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:26.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:26.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:26.315] [mlr3] Finished benchmark
## INFO [11:05:26.330] [bbotk] Result of batch 489:
## INFO [11:05:26.331] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:26.331] [bbotk] 3 279 FALSE extratrees 0.5339375 0.7288047 0
## INFO [11:05:26.331] [bbotk] errors runtime_learners uhash
## INFO [11:05:26.331] [bbotk] 0 0.246 fbd01b3a-3a75-4ca8-bed2-72113dcf89f9
## INFO [11:05:26.333] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:26.342] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:26.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:26.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:26.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:26.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:26.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:26.629] [mlr3] Finished benchmark
## INFO [11:05:26.643] [bbotk] Result of batch 490:
## INFO [11:05:26.644] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:26.644] [bbotk] 3 121 TRUE extratrees 0.3274697 0.7136039 0
## INFO [11:05:26.644] [bbotk] errors runtime_learners uhash
## INFO [11:05:26.644] [bbotk] 0 0.261 9379559d-cbdd-4943-bc35-002182baebc7
## INFO [11:05:26.646] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:26.655] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:26.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:26.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:26.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:26.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:26.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:27.006] [mlr3] Finished benchmark
## INFO [11:05:27.021] [bbotk] Result of batch 491:
## INFO [11:05:27.022] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:27.022] [bbotk] 2 200 FALSE gini 0.9662749 0.7073617 0
## INFO [11:05:27.022] [bbotk] errors runtime_learners uhash
## INFO [11:05:27.022] [bbotk] 0 0.327 114b313e-e398-4ff1-a418-eed1ad035fff
## INFO [11:05:27.024] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:27.033] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:27.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:27.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:27.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:27.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:27.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:27.262] [mlr3] Finished benchmark
## INFO [11:05:27.276] [bbotk] Result of batch 492:
## INFO [11:05:27.277] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:27.277] [bbotk] 4 106 FALSE gini 0.1365673 0.6552739 0
## INFO [11:05:27.277] [bbotk] errors runtime_learners uhash
## INFO [11:05:27.277] [bbotk] 0 0.204 be88324b-288b-4129-b319-1b9e04225eca
## INFO [11:05:27.279] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:27.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:27.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:27.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:27.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:27.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:27.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:27.667] [mlr3] Finished benchmark
## INFO [11:05:27.683] [bbotk] Result of batch 493:
## INFO [11:05:27.684] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:27.684] [bbotk] 3 88 FALSE extratrees 0.3513119 0.6934706 0
## INFO [11:05:27.684] [bbotk] errors runtime_learners uhash
## INFO [11:05:27.684] [bbotk] 0 0.347 ea9697a3-ba6c-4158-b571-067a3c7c347e
## INFO [11:05:27.686] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:27.696] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:27.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:27.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:27.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:27.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:27.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:27.957] [mlr3] Finished benchmark
## INFO [11:05:27.976] [bbotk] Result of batch 494:
## INFO [11:05:27.977] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:27.977] [bbotk] 2 339 FALSE extratrees 0.5611855 0.7344398 0
## INFO [11:05:27.977] [bbotk] errors runtime_learners uhash
## INFO [11:05:27.977] [bbotk] 0 0.233 fa300231-6d04-4b88-9c09-cdf8416654ca
## INFO [11:05:27.979] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:27.988] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:27.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:28.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:28.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:28.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:28.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:28.140] [mlr3] Finished benchmark
## INFO [11:05:28.155] [bbotk] Result of batch 495:
## INFO [11:05:28.156] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:28.156] [bbotk] 4 440 TRUE gini 0.2330434 0.6 0
## INFO [11:05:28.156] [bbotk] errors runtime_learners uhash
## INFO [11:05:28.156] [bbotk] 0 0.13 65b642a8-5af3-417c-abab-b5131783e7d0
## INFO [11:05:28.158] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:28.167] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:28.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:28.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:28.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:28.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:28.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:28.437] [mlr3] Finished benchmark
## INFO [11:05:28.452] [bbotk] Result of batch 496:
## INFO [11:05:28.453] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:28.453] [bbotk] 5 286 FALSE gini 0.5154721 0.678445 0
## INFO [11:05:28.453] [bbotk] errors runtime_learners uhash
## INFO [11:05:28.453] [bbotk] 0 0.245 c9df60a6-8a43-4e13-a07b-a97b97f1a7fc
## INFO [11:05:28.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:28.464] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:28.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:28.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:28.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:28.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:28.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:28.681] [mlr3] Finished benchmark
## INFO [11:05:28.696] [bbotk] Result of batch 497:
## INFO [11:05:28.697] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:28.697] [bbotk] 1 283 FALSE gini 0.436092 0.6629123 0
## INFO [11:05:28.697] [bbotk] errors runtime_learners uhash
## INFO [11:05:28.697] [bbotk] 0 0.19 533d78f4-8939-426c-ba7c-0fd54c87977d
## INFO [11:05:28.699] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:28.708] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:28.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:28.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:28.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:28.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:28.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:29.021] [mlr3] Finished benchmark
## INFO [11:05:29.036] [bbotk] Result of batch 498:
## INFO [11:05:29.037] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:29.037] [bbotk] 3 153 FALSE gini 0.4228393 0.6990966 0
## INFO [11:05:29.037] [bbotk] errors runtime_learners uhash
## INFO [11:05:29.037] [bbotk] 0 0.289 48dd0ca0-06f3-41e3-8582-a03aa8cf3b2c
## INFO [11:05:29.039] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:29.048] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:29.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:29.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:29.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:29.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:29.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:29.383] [mlr3] Finished benchmark
## INFO [11:05:29.397] [bbotk] Result of batch 499:
## INFO [11:05:29.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:29.398] [bbotk] 1 133 FALSE gini 0.8473545 0.6978464 0
## INFO [11:05:29.398] [bbotk] errors runtime_learners uhash
## INFO [11:05:29.398] [bbotk] 0 0.303 dcbd0fcf-450a-4076-b63e-6452e04bdddc
## INFO [11:05:29.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:29.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:29.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:29.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:29.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:29.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:29.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:29.572] [mlr3] Finished benchmark
## INFO [11:05:29.587] [bbotk] Result of batch 500:
## INFO [11:05:29.588] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:29.588] [bbotk] 2 407 FALSE extratrees 0.4005241 0.6 0
## INFO [11:05:29.588] [bbotk] errors runtime_learners uhash
## INFO [11:05:29.588] [bbotk] 0 0.139 34693427-81f5-47fb-8ede-d0075d65285e
## INFO [11:05:29.590] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:29.599] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:29.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:29.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:29.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:29.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:30.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:30.198] [mlr3] Finished benchmark
## INFO [11:05:30.213] [bbotk] Result of batch 501:
## INFO [11:05:30.214] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:30.214] [bbotk] 2 30 FALSE gini 0.9203543 0.7847166 0
## INFO [11:05:30.214] [bbotk] errors runtime_learners uhash
## INFO [11:05:30.214] [bbotk] 0 0.568 3b2cfeab-b328-4773-9fd1-ef3b292ae0a2
## INFO [11:05:30.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:30.225] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:30.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:30.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:30.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:30.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:30.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:30.530] [mlr3] Finished benchmark
## INFO [11:05:30.545] [bbotk] Result of batch 502:
## INFO [11:05:30.545] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:30.545] [bbotk] 5 402 TRUE extratrees 0.7674042 0.7251614 0
## INFO [11:05:30.545] [bbotk] errors runtime_learners uhash
## INFO [11:05:30.545] [bbotk] 0 0.281 30c5d959-fd7d-4168-9fe4-8c535b718ee2
## INFO [11:05:30.548] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:30.556] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:30.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:30.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:30.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:30.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:30.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:30.714] [mlr3] Finished benchmark
## INFO [11:05:30.729] [bbotk] Result of batch 503:
## INFO [11:05:30.729] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:30.729] [bbotk] 5 482 TRUE extratrees 0.1730002 0.4 0
## INFO [11:05:30.729] [bbotk] errors runtime_learners uhash
## INFO [11:05:30.729] [bbotk] 0 0.13 4c658b6e-eff8-4d7e-96e9-c7ca4152087b
## INFO [11:05:30.731] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:30.740] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:30.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:30.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:30.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:30.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:30.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:30.944] [mlr3] Finished benchmark
## INFO [11:05:30.959] [bbotk] Result of batch 504:
## INFO [11:05:30.960] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:30.960] [bbotk] 1 375 FALSE gini 0.6037915 0.6629123 0
## INFO [11:05:30.960] [bbotk] errors runtime_learners uhash
## INFO [11:05:30.960] [bbotk] 0 0.18 522a285f-0af0-4a9e-82c7-e7bf23b1c67e
## INFO [11:05:30.962] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:30.971] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:30.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:31.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:31.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:31.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:31.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:31.274] [mlr3] Finished benchmark
## INFO [11:05:31.289] [bbotk] Result of batch 505:
## INFO [11:05:31.290] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:31.290] [bbotk] 5 383 TRUE gini 0.7848695 0.6969551 0
## INFO [11:05:31.290] [bbotk] errors runtime_learners uhash
## INFO [11:05:31.290] [bbotk] 0 0.277 aabd979f-64a0-4a26-a7d0-9dfc918c3b80
## INFO [11:05:31.296] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:31.305] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:31.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:31.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:31.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:31.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:31.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:31.502] [mlr3] Finished benchmark
## INFO [11:05:31.516] [bbotk] Result of batch 506:
## INFO [11:05:31.517] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:31.517] [bbotk] 2 498 FALSE gini 0.6709686 0.6554491 0
## INFO [11:05:31.517] [bbotk] errors runtime_learners uhash
## INFO [11:05:31.517] [bbotk] 0 0.17 6b85b5c0-370a-4c0c-83de-036e0f62caec
## INFO [11:05:31.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:31.528] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:31.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:31.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:31.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:31.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:31.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:31.914] [mlr3] Finished benchmark
## INFO [11:05:31.929] [bbotk] Result of batch 507:
## INFO [11:05:31.930] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:31.930] [bbotk] 4 272 TRUE gini 0.9012588 0.7068618 0
## INFO [11:05:31.930] [bbotk] errors runtime_learners uhash
## INFO [11:05:31.930] [bbotk] 0 0.362 2df63ee4-9b59-4324-9501-e1d7e236e702
## INFO [11:05:31.932] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:31.946] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:31.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:32.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:32.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:32.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:32.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:32.250] [mlr3] Finished benchmark
## INFO [11:05:32.265] [bbotk] Result of batch 508:
## INFO [11:05:32.265] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:32.265] [bbotk] 2 318 TRUE gini 0.8791789 0.6973897 0
## INFO [11:05:32.265] [bbotk] errors runtime_learners uhash
## INFO [11:05:32.265] [bbotk] 0 0.281 94843158-d4b1-4ef3-8dd7-751f9a86bfcf
## INFO [11:05:32.268] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:32.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:32.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:32.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:32.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:32.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:32.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:32.564] [mlr3] Finished benchmark
## INFO [11:05:32.579] [bbotk] Result of batch 509:
## INFO [11:05:32.580] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:32.580] [bbotk] 1 287 FALSE extratrees 0.6781382 0.7290507 0
## INFO [11:05:32.580] [bbotk] errors runtime_learners uhash
## INFO [11:05:32.580] [bbotk] 0 0.263 c51d0d00-89e6-4759-aa3e-9e8af72116e7
## INFO [11:05:32.582] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:32.591] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:32.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:32.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:32.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:32.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:32.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:32.773] [mlr3] Finished benchmark
## INFO [11:05:32.788] [bbotk] Result of batch 510:
## INFO [11:05:32.789] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:32.789] [bbotk] 2 270 FALSE extratrees 0.2873099 0.6 0
## INFO [11:05:32.789] [bbotk] errors runtime_learners uhash
## INFO [11:05:32.789] [bbotk] 0 0.151 e5a1036b-591e-4ef1-bd0f-01f9c8f4e301
## INFO [11:05:32.791] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:32.800] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:32.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:32.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:32.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:32.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:33.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:33.068] [mlr3] Finished benchmark
## INFO [11:05:33.083] [bbotk] Result of batch 511:
## INFO [11:05:33.084] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:33.084] [bbotk] 3 271 FALSE gini 0.5404455 0.6953022 0
## INFO [11:05:33.084] [bbotk] errors runtime_learners uhash
## INFO [11:05:33.084] [bbotk] 0 0.243 55fc8110-d6a0-483a-947f-b9d15bcc8cb1
## INFO [11:05:33.086] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:33.095] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:33.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:33.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:33.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:33.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:33.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:33.463] [mlr3] Finished benchmark
## INFO [11:05:33.478] [bbotk] Result of batch 512:
## INFO [11:05:33.479] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:33.479] [bbotk] 1 89 FALSE extratrees 0.520679 0.692185 0
## INFO [11:05:33.479] [bbotk] errors runtime_learners uhash
## INFO [11:05:33.479] [bbotk] 0 0.344 aa3d64f8-c508-4110-bf42-e041ba290279
## INFO [11:05:33.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:33.489] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:33.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:33.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:33.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:33.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:33.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:33.701] [mlr3] Finished benchmark
## INFO [11:05:33.716] [bbotk] Result of batch 513:
## INFO [11:05:33.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:33.717] [bbotk] 2 322 FALSE gini 0.4418046 0.6515058 0
## INFO [11:05:33.717] [bbotk] errors runtime_learners uhash
## INFO [11:05:33.717] [bbotk] 0 0.188 5ba33747-6010-445b-9a90-7710d7dd36f2
## INFO [11:05:33.719] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:33.728] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:33.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:33.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:33.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:33.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:33.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:33.996] [mlr3] Finished benchmark
## INFO [11:05:34.011] [bbotk] Result of batch 514:
## INFO [11:05:34.012] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:34.012] [bbotk] 3 157 FALSE gini 0.3041685 0.6896784 0
## INFO [11:05:34.012] [bbotk] errors runtime_learners uhash
## INFO [11:05:34.012] [bbotk] 0 0.244 2330f57b-5515-4cd8-8603-c9065e1bd7cb
## INFO [11:05:34.014] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:34.023] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:34.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:34.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:34.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:34.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:34.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:34.175] [mlr3] Finished benchmark
## INFO [11:05:34.190] [bbotk] Result of batch 515:
## INFO [11:05:34.191] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:34.191] [bbotk] 1 354 TRUE extratrees 0.2797762 0.6 0
## INFO [11:05:34.191] [bbotk] errors runtime_learners uhash
## INFO [11:05:34.191] [bbotk] 0 0.129 41db64fa-c9d7-4926-b355-6bb19cb70e98
## INFO [11:05:34.193] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:34.202] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:34.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:34.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:34.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:34.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:34.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:34.590] [mlr3] Finished benchmark
## INFO [11:05:34.605] [bbotk] Result of batch 516:
## INFO [11:05:34.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:34.606] [bbotk] 5 284 TRUE gini 0.8284679 0.7030398 0
## INFO [11:05:34.606] [bbotk] errors runtime_learners uhash
## INFO [11:05:34.606] [bbotk] 0 0.364 2693d7d5-cecc-4cb4-9404-aee66098a7cb
## INFO [11:05:34.608] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:34.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:34.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:34.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:34.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:34.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:34.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:34.807] [mlr3] Finished benchmark
## INFO [11:05:34.822] [bbotk] Result of batch 517:
## INFO [11:05:34.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:34.823] [bbotk] 1 286 TRUE extratrees 0.3466039 0.7207324 0
## INFO [11:05:34.823] [bbotk] errors runtime_learners uhash
## INFO [11:05:34.823] [bbotk] 0 0.166 4b32f99f-8de3-47ea-93d0-2a3ebc09fa83
## INFO [11:05:34.825] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:34.834] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:34.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:34.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:34.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:34.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:35.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:35.057] [mlr3] Finished benchmark
## INFO [11:05:35.076] [bbotk] Result of batch 518:
## INFO [11:05:35.077] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:35.077] [bbotk] 5 212 FALSE extratrees 0.161879 0.4 0
## INFO [11:05:35.077] [bbotk] errors runtime_learners uhash
## INFO [11:05:35.077] [bbotk] 0 0.162 b8196ef6-5886-408d-8811-b1d68e4862d3
## INFO [11:05:35.079] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:35.088] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:35.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:35.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:35.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:35.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:35.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:35.601] [mlr3] Finished benchmark
## INFO [11:05:35.616] [bbotk] Result of batch 519:
## INFO [11:05:35.617] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:35.617] [bbotk] 2 69 TRUE gini 0.9955444 0.734915 0
## INFO [11:05:35.617] [bbotk] errors runtime_learners uhash
## INFO [11:05:35.617] [bbotk] 0 0.487 600c962a-9f71-48e8-8bbd-072decbfb9e4
## INFO [11:05:35.619] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:35.628] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:35.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:35.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:35.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:35.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:35.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:35.792] [mlr3] Finished benchmark
## INFO [11:05:35.807] [bbotk] Result of batch 520:
## INFO [11:05:35.808] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:35.808] [bbotk] 1 450 FALSE extratrees 0.3743956 0.6 0
## INFO [11:05:35.808] [bbotk] errors runtime_learners uhash
## INFO [11:05:35.808] [bbotk] 0 0.139 0c93c803-94e6-4ad2-b8ef-ccaf5a170021
## INFO [11:05:35.810] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:35.830] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:35.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:35.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:35.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:36.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:36.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:36.205] [mlr3] Finished benchmark
## INFO [11:05:36.220] [bbotk] Result of batch 521:
## INFO [11:05:36.221] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:36.221] [bbotk] 5 261 TRUE gini 0.7492079 0.7029186 0
## INFO [11:05:36.221] [bbotk] errors runtime_learners uhash
## INFO [11:05:36.221] [bbotk] 0 0.348 be513015-2687-4303-96c1-caba0be6321b
## INFO [11:05:36.223] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:36.232] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:36.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:36.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:36.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:36.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:36.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:36.384] [mlr3] Finished benchmark
## INFO [11:05:36.399] [bbotk] Result of batch 522:
## INFO [11:05:36.400] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:36.400] [bbotk] 5 304 TRUE extratrees 0.2397163 0.6 0
## INFO [11:05:36.400] [bbotk] errors runtime_learners uhash
## INFO [11:05:36.400] [bbotk] 0 0.127 41aecac4-c0ac-4179-86f1-277ee6199768
## INFO [11:05:36.402] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:36.411] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:36.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:36.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:36.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:36.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:36.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:36.670] [mlr3] Finished benchmark
## INFO [11:05:36.685] [bbotk] Result of batch 523:
## INFO [11:05:36.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:36.685] [bbotk] 1 231 FALSE gini 0.4672993 0.6844197 0
## INFO [11:05:36.685] [bbotk] errors runtime_learners uhash
## INFO [11:05:36.685] [bbotk] 0 0.222 34207ecf-8e62-4258-883c-2cd70ac6a9dd
## INFO [11:05:36.688] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:36.696] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:36.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:36.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:36.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:36.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:36.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:36.927] [mlr3] Finished benchmark
## INFO [11:05:36.942] [bbotk] Result of batch 524:
## INFO [11:05:36.943] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:36.943] [bbotk] 5 452 TRUE gini 0.6230797 0.6593143 0
## INFO [11:05:36.943] [bbotk] errors runtime_learners uhash
## INFO [11:05:36.943] [bbotk] 0 0.205 6f9f47c0-79d9-4982-9e62-c85e3f7277cb
## INFO [11:05:36.945] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:36.954] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:36.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:37.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:37.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:37.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:37.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:37.378] [mlr3] Finished benchmark
## INFO [11:05:37.404] [bbotk] Result of batch 525:
## INFO [11:05:37.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:37.405] [bbotk] 3 110 FALSE gini 0.6508441 0.7180953 0
## INFO [11:05:37.405] [bbotk] errors runtime_learners uhash
## INFO [11:05:37.405] [bbotk] 0 0.398 b311f96b-4501-45ef-aba6-fb753d994a76
## INFO [11:05:37.408] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:37.419] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:37.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:37.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:37.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:37.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:37.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:37.843] [mlr3] Finished benchmark
## INFO [11:05:37.858] [bbotk] Result of batch 526:
## INFO [11:05:37.859] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:37.859] [bbotk] 1 150 TRUE extratrees 0.9403565 0.6903832 0
## INFO [11:05:37.859] [bbotk] errors runtime_learners uhash
## INFO [11:05:37.859] [bbotk] 0 0.4 bd00a4dc-8d8e-44c6-95b4-c2bd0627e05f
## INFO [11:05:37.861] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:37.870] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:37.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:37.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:37.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:38.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:38.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:38.131] [mlr3] Finished benchmark
## INFO [11:05:38.146] [bbotk] Result of batch 527:
## INFO [11:05:38.147] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:38.147] [bbotk] 3 335 FALSE extratrees 0.5852739 0.7289536 0
## INFO [11:05:38.147] [bbotk] errors runtime_learners uhash
## INFO [11:05:38.147] [bbotk] 0 0.233 d68f4b35-d607-4614-88c0-ce24093f74f0
## INFO [11:05:38.149] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:38.166] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:38.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:38.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:38.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:38.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:38.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:38.398] [mlr3] Finished benchmark
## INFO [11:05:38.413] [bbotk] Result of batch 528:
## INFO [11:05:38.414] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:38.414] [bbotk] 2 215 TRUE extratrees 0.3511741 0.7269766 0
## INFO [11:05:38.414] [bbotk] errors runtime_learners uhash
## INFO [11:05:38.414] [bbotk] 0 0.204 5976eebc-c711-4ffe-8c07-b58cbd7047c4
## INFO [11:05:38.416] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:38.424] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:38.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:38.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:38.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:38.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:38.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:38.715] [mlr3] Finished benchmark
## INFO [11:05:38.730] [bbotk] Result of batch 529:
## INFO [11:05:38.731] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:38.731] [bbotk] 4 80 FALSE gini 0.1861241 0.6988242 0
## INFO [11:05:38.731] [bbotk] errors runtime_learners uhash
## INFO [11:05:38.731] [bbotk] 0 0.265 37515aa8-1b48-4657-b33e-9daa2bd9037e
## INFO [11:05:38.733] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:38.742] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:38.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:38.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:38.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:38.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:38.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:38.957] [mlr3] Finished benchmark
## INFO [11:05:38.973] [bbotk] Result of batch 530:
## INFO [11:05:38.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:38.974] [bbotk] 5 183 FALSE gini 0.1314329 0.6 0
## INFO [11:05:38.974] [bbotk] errors runtime_learners uhash
## INFO [11:05:38.974] [bbotk] 0 0.179 33827792-a02f-4b22-ab7f-b8ae9db4636d
## INFO [11:05:38.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:38.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:38.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:39.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:39.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:39.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:39.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:39.168] [mlr3] Finished benchmark
## INFO [11:05:39.183] [bbotk] Result of batch 531:
## INFO [11:05:39.184] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:39.184] [bbotk] 2 381 FALSE gini 0.2301695 0.6 0
## INFO [11:05:39.184] [bbotk] errors runtime_learners uhash
## INFO [11:05:39.184] [bbotk] 0 0.158 222da4bb-ec2c-4e53-bf6f-6811a0bf89b0
## INFO [11:05:39.186] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:39.196] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:39.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:39.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:39.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:39.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:39.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:39.551] [mlr3] Finished benchmark
## INFO [11:05:39.575] [bbotk] Result of batch 532:
## INFO [11:05:39.576] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:39.576] [bbotk] 4 324 TRUE extratrees 0.8291386 0.7153517 0
## INFO [11:05:39.576] [bbotk] errors runtime_learners uhash
## INFO [11:05:39.576] [bbotk] 0 0.33 1cd80731-8361-45e9-b39c-86c1e59fb253
## INFO [11:05:39.579] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:39.591] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:39.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:39.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:39.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:39.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:39.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:39.767] [mlr3] Finished benchmark
## INFO [11:05:39.783] [bbotk] Result of batch 533:
## INFO [11:05:39.784] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:39.784] [bbotk] 4 320 FALSE extratrees 0.2230504 0.6 0
## INFO [11:05:39.784] [bbotk] errors runtime_learners uhash
## INFO [11:05:39.784] [bbotk] 0 0.152 7c93f5ee-3fc3-467f-a065-663f67d00789
## INFO [11:05:39.786] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:39.795] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:39.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:39.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:39.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:40.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:40.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:40.192] [mlr3] Finished benchmark
## INFO [11:05:40.207] [bbotk] Result of batch 534:
## INFO [11:05:40.208] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:40.208] [bbotk] 2 113 FALSE gini 0.7934713 0.70858 0
## INFO [11:05:40.208] [bbotk] errors runtime_learners uhash
## INFO [11:05:40.208] [bbotk] 0 0.369 ab501efa-7574-437e-801d-eb4365e47743
## INFO [11:05:40.210] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:40.226] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:40.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:40.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:40.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:40.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:40.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:40.505] [mlr3] Finished benchmark
## INFO [11:05:40.520] [bbotk] Result of batch 535:
## INFO [11:05:40.521] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:40.521] [bbotk] 1 252 TRUE extratrees 0.5256567 0.73646 0
## INFO [11:05:40.521] [bbotk] errors runtime_learners uhash
## INFO [11:05:40.521] [bbotk] 0 0.25 2c5ec175-2574-48f7-b327-128320a9e5bd
## INFO [11:05:40.523] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:40.531] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:40.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:40.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:40.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:40.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:40.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:40.863] [mlr3] Finished benchmark
## INFO [11:05:40.878] [bbotk] Result of batch 536:
## INFO [11:05:40.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:40.879] [bbotk] 5 66 TRUE gini 0.2370124 0.7084828 0
## INFO [11:05:40.879] [bbotk] errors runtime_learners uhash
## INFO [11:05:40.879] [bbotk] 0 0.308 eee4343d-61c3-4581-85aa-7d06c00d7ccb
## INFO [11:05:40.881] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:40.890] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:40.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:40.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:41.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:41.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:41.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:41.180] [mlr3] Finished benchmark
## INFO [11:05:41.195] [bbotk] Result of batch 537:
## INFO [11:05:41.196] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:41.196] [bbotk] 1 472 TRUE extratrees 0.8343027 0.7423264 0
## INFO [11:05:41.196] [bbotk] errors runtime_learners uhash
## INFO [11:05:41.196] [bbotk] 0 0.255 133ab4ea-efd1-4bc9-b64a-dd2b01b69e71
## INFO [11:05:41.198] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:41.207] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:41.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:41.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:41.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:41.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:41.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:41.497] [mlr3] Finished benchmark
## INFO [11:05:41.512] [bbotk] Result of batch 538:
## INFO [11:05:41.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:41.513] [bbotk] 4 379 FALSE extratrees 0.7754364 0.7286161 0
## INFO [11:05:41.513] [bbotk] errors runtime_learners uhash
## INFO [11:05:41.513] [bbotk] 0 0.265 6c4b121d-97f7-4d86-b8d4-2e63feeb1d8c
## INFO [11:05:41.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:41.524] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:41.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:41.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:41.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:41.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:41.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:41.681] [mlr3] Finished benchmark
## INFO [11:05:41.704] [bbotk] Result of batch 539:
## INFO [11:05:41.705] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:41.705] [bbotk] 1 424 TRUE extratrees 0.344146 0.6 0
## INFO [11:05:41.705] [bbotk] errors runtime_learners uhash
## INFO [11:05:41.705] [bbotk] 0 0.131 0a3df5aa-b7bf-499c-9f2a-5629185bc235
## INFO [11:05:41.709] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:41.718] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:41.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:41.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:41.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:41.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:41.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:42.053] [mlr3] Finished benchmark
## INFO [11:05:42.068] [bbotk] Result of batch 540:
## INFO [11:05:42.069] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:42.069] [bbotk] 2 233 FALSE gini 0.9620061 0.7013982 0
## INFO [11:05:42.069] [bbotk] errors runtime_learners uhash
## INFO [11:05:42.069] [bbotk] 0 0.31 3cb43a06-0178-457f-8fa0-84a6c1e1f0c5
## INFO [11:05:42.071] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:42.080] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:42.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:42.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:42.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:42.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:42.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:42.542] [mlr3] Finished benchmark
## INFO [11:05:42.557] [bbotk] Result of batch 541:
## INFO [11:05:42.564] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:42.564] [bbotk] 4 91 FALSE extratrees 0.6026713 0.6819351 0
## INFO [11:05:42.564] [bbotk] errors runtime_learners uhash
## INFO [11:05:42.564] [bbotk] 0 0.436 7ac0556d-a71e-408f-b147-682ea18922f9
## INFO [11:05:42.568] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:42.585] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:42.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:42.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:42.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:42.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:42.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:42.745] [mlr3] Finished benchmark
## INFO [11:05:42.761] [bbotk] Result of batch 542:
## INFO [11:05:42.762] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:42.762] [bbotk] 4 92 TRUE gini 0.1069482 0.4 0
## INFO [11:05:42.762] [bbotk] errors runtime_learners uhash
## INFO [11:05:42.762] [bbotk] 0 0.131 09989d9f-9fc2-4208-977e-dc316fc64661
## INFO [11:05:42.764] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:42.773] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:42.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:42.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:42.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:42.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:42.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:42.956] [mlr3] Finished benchmark
## INFO [11:05:42.971] [bbotk] Result of batch 543:
## INFO [11:05:42.972] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:42.972] [bbotk] 5 282 FALSE extratrees 0.1288068 0.6 0
## INFO [11:05:42.972] [bbotk] errors runtime_learners uhash
## INFO [11:05:42.972] [bbotk] 0 0.159 f0a19d2a-0d56-42d1-9d4c-4fa16714da14
## INFO [11:05:42.974] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:42.983] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:42.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:43.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:43.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:43.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:43.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:43.243] [mlr3] Finished benchmark
## INFO [11:05:43.258] [bbotk] Result of batch 544:
## INFO [11:05:43.259] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:43.259] [bbotk] 3 275 TRUE gini 0.5030614 0.6839851 0
## INFO [11:05:43.259] [bbotk] errors runtime_learners uhash
## INFO [11:05:43.259] [bbotk] 0 0.227 7e93d86f-b2e2-456e-8f64-857efd4b94a5
## INFO [11:05:43.261] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:43.270] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:43.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:43.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:43.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:43.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:43.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:43.762] [mlr3] Finished benchmark
## INFO [11:05:43.778] [bbotk] Result of batch 545:
## INFO [11:05:43.779] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:43.779] [bbotk] 2 69 TRUE extratrees 0.7278879 0.6881446 0
## INFO [11:05:43.779] [bbotk] errors runtime_learners uhash
## INFO [11:05:43.779] [bbotk] 0 0.465 3fa7bf93-7d75-4098-8d67-af1e04f9d0c7
## INFO [11:05:43.782] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:43.791] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:43.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:43.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:43.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:43.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:44.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:44.091] [mlr3] Finished benchmark
## INFO [11:05:44.106] [bbotk] Result of batch 546:
## INFO [11:05:44.107] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:44.107] [bbotk] 1 225 TRUE extratrees 0.5217733 0.7287784 0
## INFO [11:05:44.107] [bbotk] errors runtime_learners uhash
## INFO [11:05:44.107] [bbotk] 0 0.261 72a6d964-4837-4168-9b49-3ed849fd2ad0
## INFO [11:05:44.109] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:44.118] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:44.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:44.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:44.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:44.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:44.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:44.435] [mlr3] Finished benchmark
## INFO [11:05:44.450] [bbotk] Result of batch 547:
## INFO [11:05:44.451] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:44.451] [bbotk] 1 57 TRUE gini 0.2731488 0.6998666 0
## INFO [11:05:44.451] [bbotk] errors runtime_learners uhash
## INFO [11:05:44.451] [bbotk] 0 0.285 5096eadc-fabf-4dce-b463-775e296e63c4
## INFO [11:05:44.453] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:44.462] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:44.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:44.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:44.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:44.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:44.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:44.955] [mlr3] Finished benchmark
## INFO [11:05:44.971] [bbotk] Result of batch 548:
## INFO [11:05:44.972] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:44.972] [bbotk] 2 37 TRUE extratrees 0.5286008 0.6881446 0
## INFO [11:05:44.972] [bbotk] errors runtime_learners uhash
## INFO [11:05:44.972] [bbotk] 0 0.465 f56c3660-8bf4-4471-bce6-d6e04f313fd4
## INFO [11:05:44.974] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:44.983] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:44.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:45.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:45.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:45.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:45.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:45.425] [mlr3] Finished benchmark
## INFO [11:05:45.440] [bbotk] Result of batch 549:
## INFO [11:05:45.441] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:45.441] [bbotk] 3 120 FALSE extratrees 0.7686397 0.6859755 0
## INFO [11:05:45.441] [bbotk] errors runtime_learners uhash
## INFO [11:05:45.441] [bbotk] 0 0.416 3fa34c3b-3879-4bde-866f-59baf76236c4
## INFO [11:05:45.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:45.452] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:45.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:45.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:45.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:45.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:45.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:45.692] [mlr3] Finished benchmark
## INFO [11:05:45.713] [bbotk] Result of batch 550:
## INFO [11:05:45.714] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:45.714] [bbotk] 3 189 TRUE extratrees 0.3321252 0.7326785 0
## INFO [11:05:45.714] [bbotk] errors runtime_learners uhash
## INFO [11:05:45.714] [bbotk] 0 0.209 3a1f478f-b093-46d4-9d6b-1500e1ad8846
## INFO [11:05:45.717] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:45.726] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:45.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:45.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:45.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:45.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:45.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:45.878] [mlr3] Finished benchmark
## INFO [11:05:45.894] [bbotk] Result of batch 551:
## INFO [11:05:45.895] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:45.895] [bbotk] 4 319 TRUE extratrees 0.1799539 0.6 0
## INFO [11:05:45.895] [bbotk] errors runtime_learners uhash
## INFO [11:05:45.895] [bbotk] 0 0.127 d7272ef4-1e08-4bd2-a466-d886e4e3bc05
## INFO [11:05:45.897] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:45.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:45.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:45.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:45.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:46.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:46.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:46.063] [mlr3] Finished benchmark
## INFO [11:05:46.084] [bbotk] Result of batch 552:
## INFO [11:05:46.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:46.085] [bbotk] 2 299 TRUE extratrees 0.1107399 0.8 0
## INFO [11:05:46.085] [bbotk] errors runtime_learners uhash
## INFO [11:05:46.085] [bbotk] 0 0.131 732af0ac-e615-4a02-80e9-d3b3a9d73630
## INFO [11:05:46.088] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:46.103] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:46.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:46.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:46.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:46.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:46.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:46.301] [mlr3] Finished benchmark
## INFO [11:05:46.316] [bbotk] Result of batch 553:
## INFO [11:05:46.317] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:46.317] [bbotk] 1 449 FALSE gini 0.7365121 0.6647814 0
## INFO [11:05:46.317] [bbotk] errors runtime_learners uhash
## INFO [11:05:46.317] [bbotk] 0 0.174 7f70943d-9573-4bf6-8513-b4ca12f62931
## INFO [11:05:46.319] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:46.328] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:46.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:46.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:46.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:46.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:46.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:46.480] [mlr3] Finished benchmark
## INFO [11:05:46.496] [bbotk] Result of batch 554:
## INFO [11:05:46.497] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:46.497] [bbotk] 3 212 TRUE extratrees 0.1679723 0.6 0
## INFO [11:05:46.497] [bbotk] errors runtime_learners uhash
## INFO [11:05:46.497] [bbotk] 0 0.13 84aade7b-669a-4f2a-8a75-64dc1e8e63d4
## INFO [11:05:46.499] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:46.515] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:46.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:46.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:46.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:46.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:46.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:46.697] [mlr3] Finished benchmark
## INFO [11:05:46.713] [bbotk] Result of batch 555:
## INFO [11:05:46.713] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:46.713] [bbotk] 5 494 FALSE extratrees 0.1876267 0.4 0
## INFO [11:05:46.713] [bbotk] errors runtime_learners uhash
## INFO [11:05:46.713] [bbotk] 0 0.156 9d83ea71-a338-47ba-ba14-1a94cc0a3255
## INFO [11:05:46.716] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:46.724] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:46.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:46.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:46.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:46.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:46.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:46.879] [mlr3] Finished benchmark
## INFO [11:05:46.894] [bbotk] Result of batch 556:
## INFO [11:05:46.895] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:46.895] [bbotk] 5 496 TRUE extratrees 0.1084958 0.6 0
## INFO [11:05:46.895] [bbotk] errors runtime_learners uhash
## INFO [11:05:46.895] [bbotk] 0 0.132 f06c0d7a-4e71-400c-99fe-aec7e6fc3538
## INFO [11:05:46.897] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:46.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:46.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:47.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:47.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:47.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:47.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:47.632] [mlr3] Finished benchmark
## INFO [11:05:47.647] [bbotk] Result of batch 557:
## INFO [11:05:47.648] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:47.648] [bbotk] 4 28 TRUE extratrees 0.7127865 0.7277354 0
## INFO [11:05:47.648] [bbotk] errors runtime_learners uhash
## INFO [11:05:47.648] [bbotk] 0 0.696 66ba3127-feea-4831-a424-210043a5d4b6
## INFO [11:05:47.650] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:47.659] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:47.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:47.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:47.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:47.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:47.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:47.889] [mlr3] Finished benchmark
## INFO [11:05:47.904] [bbotk] Result of batch 558:
## INFO [11:05:47.905] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:47.905] [bbotk] 5 473 TRUE gini 0.6669109 0.6650835 0
## INFO [11:05:47.905] [bbotk] errors runtime_learners uhash
## INFO [11:05:47.905] [bbotk] 0 0.205 ffbd2023-d21b-476f-a1f1-e763e76dcd6b
## INFO [11:05:47.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:47.916] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:47.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:47.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:47.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:48.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:48.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:48.084] [mlr3] Finished benchmark
## INFO [11:05:48.099] [bbotk] Result of batch 559:
## INFO [11:05:48.099] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:48.099] [bbotk] 2 370 TRUE gini 0.2405632 0.6 0
## INFO [11:05:48.099] [bbotk] errors runtime_learners uhash
## INFO [11:05:48.099] [bbotk] 0 0.138 8e940b5c-23fb-4163-81e9-f13c02f3b73c
## INFO [11:05:48.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:48.110] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:48.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:48.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:48.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:48.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:48.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:48.500] [mlr3] Finished benchmark
## INFO [11:05:48.515] [bbotk] Result of batch 560:
## INFO [11:05:48.516] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:48.516] [bbotk] 1 24 FALSE gini 0.3300223 0.720119 0
## INFO [11:05:48.516] [bbotk] errors runtime_learners uhash
## INFO [11:05:48.516] [bbotk] 0 0.365 370a16bf-4fe9-4523-a7fc-1a86d0bf7201
## INFO [11:05:48.518] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:48.527] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:48.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:48.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:48.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:48.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:48.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:48.771] [mlr3] Finished benchmark
## INFO [11:05:48.786] [bbotk] Result of batch 561:
## INFO [11:05:48.787] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:48.787] [bbotk] 3 335 FALSE extratrees 0.4719764 0.7270845 0
## INFO [11:05:48.787] [bbotk] errors runtime_learners uhash
## INFO [11:05:48.787] [bbotk] 0 0.209 afe39250-b9eb-4005-aa83-7a969d134471
## INFO [11:05:48.789] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:48.798] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:48.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:48.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:48.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:48.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:48.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:48.969] [mlr3] Finished benchmark
## INFO [11:05:48.984] [bbotk] Result of batch 562:
## INFO [11:05:48.985] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:48.985] [bbotk] 2 296 FALSE gini 0.2787142 0.6 0
## INFO [11:05:48.985] [bbotk] errors runtime_learners uhash
## INFO [11:05:48.985] [bbotk] 0 0.147 7d18ab7a-7fb6-4322-afa7-58684d66dde0
## INFO [11:05:48.987] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:48.996] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:48.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:49.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:49.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:49.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:49.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:49.366] [mlr3] Finished benchmark
## INFO [11:05:49.381] [bbotk] Result of batch 563:
## INFO [11:05:49.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:49.382] [bbotk] 5 214 TRUE gini 0.6104066 0.6988782 0
## INFO [11:05:49.382] [bbotk] errors runtime_learners uhash
## INFO [11:05:49.382] [bbotk] 0 0.341 77760765-7e94-4f4a-b3ca-96ce6408f758
## INFO [11:05:49.384] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:49.393] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:49.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:49.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:49.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:49.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:49.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:49.545] [mlr3] Finished benchmark
## INFO [11:05:49.561] [bbotk] Result of batch 564:
## INFO [11:05:49.562] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:49.562] [bbotk] 4 327 TRUE gini 0.2731023 0.6 0
## INFO [11:05:49.562] [bbotk] errors runtime_learners uhash
## INFO [11:05:49.562] [bbotk] 0 0.127 0c2025a5-778c-452a-9f84-8a449244e073
## INFO [11:05:49.564] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:49.573] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:49.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:49.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:49.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:49.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:49.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:49.779] [mlr3] Finished benchmark
## INFO [11:05:49.795] [bbotk] Result of batch 565:
## INFO [11:05:49.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:49.796] [bbotk] 1 423 TRUE gini 0.3934079 0.6 0
## INFO [11:05:49.796] [bbotk] errors runtime_learners uhash
## INFO [11:05:49.796] [bbotk] 0 0.173 ba5eccba-e746-48ca-a99e-36ec9221d1f8
## INFO [11:05:49.798] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:49.807] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:49.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:49.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:49.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:50.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:50.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:50.179] [mlr3] Finished benchmark
## INFO [11:05:50.194] [bbotk] Result of batch 566:
## INFO [11:05:50.195] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:50.195] [bbotk] 4 112 FALSE extratrees 0.4590698 0.6918177 0
## INFO [11:05:50.195] [bbotk] errors runtime_learners uhash
## INFO [11:05:50.195] [bbotk] 0 0.348 083287db-8c26-48cf-b066-cfb109109c2e
## INFO [11:05:50.197] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:50.206] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:50.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:50.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:50.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:50.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:50.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:50.475] [mlr3] Finished benchmark
## INFO [11:05:50.502] [bbotk] Result of batch 567:
## INFO [11:05:50.503] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:50.503] [bbotk] 1 78 FALSE extratrees 0.1687337 0.7344398 0
## INFO [11:05:50.503] [bbotk] errors runtime_learners uhash
## INFO [11:05:50.503] [bbotk] 0 0.243 75c3f682-ef75-440d-bfe6-888511fa9e53
## INFO [11:05:50.507] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:50.520] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:50.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:50.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:50.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:50.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:50.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:51.096] [mlr3] Finished benchmark
## INFO [11:05:51.111] [bbotk] Result of batch 568:
## INFO [11:05:51.112] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:51.112] [bbotk] 3 109 TRUE extratrees 0.9472945 0.6802822 0
## INFO [11:05:51.112] [bbotk] errors runtime_learners uhash
## INFO [11:05:51.112] [bbotk] 0 0.548 a402a266-a26f-4703-a64a-e34d8e086dad
## INFO [11:05:51.114] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:51.124] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:51.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:51.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:51.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:51.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:51.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:51.348] [mlr3] Finished benchmark
## INFO [11:05:51.363] [bbotk] Result of batch 569:
## INFO [11:05:51.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:51.364] [bbotk] 3 252 FALSE gini 0.3963602 0.6495827 0
## INFO [11:05:51.364] [bbotk] errors runtime_learners uhash
## INFO [11:05:51.364] [bbotk] 0 0.2 29ddf2bb-728f-49f5-bb2a-01489206bf08
## INFO [11:05:51.366] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:51.383] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:51.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:51.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:51.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:51.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:51.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:51.895] [mlr3] Finished benchmark
## INFO [11:05:51.911] [bbotk] Result of batch 570:
## INFO [11:05:51.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:51.912] [bbotk] 2 13 TRUE gini 0.4334311 0.7645074 0
## INFO [11:05:51.912] [bbotk] errors runtime_learners uhash
## INFO [11:05:51.912] [bbotk] 0 0.48 880c1b4e-d30a-434e-b6c8-bb317454686e
## INFO [11:05:51.914] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:51.923] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:51.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:52.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:52.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:52.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:52.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:52.483] [mlr3] Finished benchmark
## INFO [11:05:52.499] [bbotk] Result of batch 571:
## INFO [11:05:52.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:52.500] [bbotk] 5 136 TRUE gini 0.9172193 0.7200559 0
## INFO [11:05:52.500] [bbotk] errors runtime_learners uhash
## INFO [11:05:52.500] [bbotk] 0 0.531 886bc6b5-1e0e-45e1-a7f2-7c9710977dc4
## INFO [11:05:52.502] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:52.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:52.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:52.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:52.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:52.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:52.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:52.709] [mlr3] Finished benchmark
## INFO [11:05:52.724] [bbotk] Result of batch 572:
## INFO [11:05:52.725] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:52.725] [bbotk] 3 347 FALSE extratrees 0.3836033 0.6 0
## INFO [11:05:52.725] [bbotk] errors runtime_learners uhash
## INFO [11:05:52.725] [bbotk] 0 0.164 8530420f-56bc-4a39-a03e-0aaa5481eba0
## INFO [11:05:52.728] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:52.737] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:52.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:52.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:52.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:52.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:52.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:52.898] [mlr3] Finished benchmark
## INFO [11:05:52.914] [bbotk] Result of batch 573:
## INFO [11:05:52.915] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:52.915] [bbotk] 4 481 TRUE gini 0.2593193 0.6 0
## INFO [11:05:52.915] [bbotk] errors runtime_learners uhash
## INFO [11:05:52.915] [bbotk] 0 0.134 764c4cf4-cd6e-4d35-8296-f4dbf52de6ce
## INFO [11:05:52.917] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:52.926] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:52.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:52.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:53.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:53.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:53.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:53.170] [mlr3] Finished benchmark
## INFO [11:05:53.192] [bbotk] Result of batch 574:
## INFO [11:05:53.194] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:53.194] [bbotk] 5 112 FALSE gini 0.1812417 0.6650835 0
## INFO [11:05:53.194] [bbotk] errors runtime_learners uhash
## INFO [11:05:53.194] [bbotk] 0 0.208 a5399416-e31f-4efb-a4dd-2d7a06c8de05
## INFO [11:05:53.197] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:53.206] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:53.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:53.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:53.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:53.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:53.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:53.523] [mlr3] Finished benchmark
## INFO [11:05:53.539] [bbotk] Result of batch 575:
## INFO [11:05:53.540] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:53.540] [bbotk] 1 451 TRUE extratrees 0.9670986 0.7327217 0
## INFO [11:05:53.540] [bbotk] errors runtime_learners uhash
## INFO [11:05:53.540] [bbotk] 0 0.29 21e36a09-d0c6-4d1a-93d3-6014236742bd
## INFO [11:05:53.543] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:53.553] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:53.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:53.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:53.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:53.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:53.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:53.888] [mlr3] Finished benchmark
## INFO [11:05:53.904] [bbotk] Result of batch 576:
## INFO [11:05:53.905] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:53.905] [bbotk] 1 241 TRUE extratrees 0.6999736 0.7253259 0
## INFO [11:05:53.905] [bbotk] errors runtime_learners uhash
## INFO [11:05:53.905] [bbotk] 0 0.307 55e236e5-3725-4f05-8ed5-ed1fa5d9d7ef
## INFO [11:05:53.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:53.931] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:53.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:53.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:54.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:54.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:54.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:54.219] [mlr3] Finished benchmark
## INFO [11:05:54.235] [bbotk] Result of batch 577:
## INFO [11:05:54.236] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:54.236] [bbotk] 2 315 FALSE gini 0.8377021 0.7030809 0
## INFO [11:05:54.236] [bbotk] errors runtime_learners uhash
## INFO [11:05:54.236] [bbotk] 0 0.257 9ff366ec-6fcf-4e65-8f34-c94e74918287
## INFO [11:05:54.238] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:54.248] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:54.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:54.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:54.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:54.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:54.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:54.614] [mlr3] Finished benchmark
## INFO [11:05:54.629] [bbotk] Result of batch 578:
## INFO [11:05:54.630] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:54.630] [bbotk] 5 279 FALSE extratrees 0.767616 0.6954908 0
## INFO [11:05:54.630] [bbotk] errors runtime_learners uhash
## INFO [11:05:54.630] [bbotk] 0 0.34 842b0e22-a4f2-47c9-ac63-b2d3da00ddd2
## INFO [11:05:54.632] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:54.641] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:54.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:54.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:54.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:54.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:54.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:54.929] [mlr3] Finished benchmark
## INFO [11:05:54.945] [bbotk] Result of batch 579:
## INFO [11:05:54.945] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:54.945] [bbotk] 4 189 TRUE extratrees 0.3985227 0.7288323 0
## INFO [11:05:54.945] [bbotk] errors runtime_learners uhash
## INFO [11:05:54.945] [bbotk] 0 0.255 ac2d7ad3-06df-4b9f-a2c8-06f2ec0ea63c
## INFO [11:05:54.948] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:54.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:54.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:55.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:55.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:55.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:55.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:55.159] [mlr3] Finished benchmark
## INFO [11:05:55.176] [bbotk] Result of batch 580:
## INFO [11:05:55.176] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:55.176] [bbotk] 4 164 TRUE gini 0.234866 0.6552739 0
## INFO [11:05:55.176] [bbotk] errors runtime_learners uhash
## INFO [11:05:55.176] [bbotk] 0 0.175 ef165eac-47fc-4fa5-a873-1c6c0a4eb4fa
## INFO [11:05:55.179] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:55.188] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:55.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:55.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:55.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:55.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:55.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:55.570] [mlr3] Finished benchmark
## INFO [11:05:55.588] [bbotk] Result of batch 581:
## INFO [11:05:55.589] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:55.589] [bbotk] 2 120 TRUE extratrees 0.5826799 0.6901648 0
## INFO [11:05:55.589] [bbotk] errors runtime_learners uhash
## INFO [11:05:55.589] [bbotk] 0 0.348 97c0846a-1fce-4da3-83c1-1b3fb996d35a
## INFO [11:05:55.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:55.600] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:55.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:55.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:55.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:55.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:55.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:55.782] [mlr3] Finished benchmark
## INFO [11:05:55.798] [bbotk] Result of batch 582:
## INFO [11:05:55.799] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:55.799] [bbotk] 4 130 FALSE gini 0.1362679 0.4 0
## INFO [11:05:55.799] [bbotk] errors runtime_learners uhash
## INFO [11:05:55.799] [bbotk] 0 0.154 3f39e43b-f8d7-498a-b886-e5c933e53de8
## INFO [11:05:55.801] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:55.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:55.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:55.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:56.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:56.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:56.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:56.356] [mlr3] Finished benchmark
## INFO [11:05:56.379] [bbotk] Result of batch 583:
## INFO [11:05:56.380] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:56.380] [bbotk] 1 48 TRUE extratrees 0.842512 0.6881446 0
## INFO [11:05:56.380] [bbotk] errors runtime_learners uhash
## INFO [11:05:56.380] [bbotk] 0 0.518 784a3a64-eafc-455b-a86e-6bba70ca1eb7
## INFO [11:05:56.382] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:56.391] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:56.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:56.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:56.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:56.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:56.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:56.646] [mlr3] Finished benchmark
## INFO [11:05:56.662] [bbotk] Result of batch 584:
## INFO [11:05:56.662] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:56.662] [bbotk] 4 162 FALSE extratrees 0.2858601 0.7271518 0
## INFO [11:05:56.662] [bbotk] errors runtime_learners uhash
## INFO [11:05:56.662] [bbotk] 0 0.229 8753830a-94c5-4412-a504-2cab6476017f
## INFO [11:05:56.665] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:56.674] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:56.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:56.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:56.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:56.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:56.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:56.851] [mlr3] Finished benchmark
## INFO [11:05:56.872] [bbotk] Result of batch 585:
## INFO [11:05:56.873] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:56.873] [bbotk] 4 397 FALSE gini 0.1935239 0.4 0
## INFO [11:05:56.873] [bbotk] errors runtime_learners uhash
## INFO [11:05:56.873] [bbotk] 0 0.152 e57e1866-8d01-4189-a6e9-d07767cd5177
## INFO [11:05:56.877] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:56.894] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:56.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:56.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:56.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:56.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:57.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:57.063] [mlr3] Finished benchmark
## INFO [11:05:57.079] [bbotk] Result of batch 586:
## INFO [11:05:57.080] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:57.080] [bbotk] 3 448 FALSE gini 0.3923814 0.4 0
## INFO [11:05:57.080] [bbotk] errors runtime_learners uhash
## INFO [11:05:57.080] [bbotk] 0 0.143 7947ea42-1764-45c4-9669-0a4582efd51c
## INFO [11:05:57.082] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:57.092] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:57.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:57.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:57.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:57.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:57.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:57.279] [mlr3] Finished benchmark
## INFO [11:05:57.295] [bbotk] Result of batch 587:
## INFO [11:05:57.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:57.296] [bbotk] 5 234 FALSE extratrees 0.1423984 0.6 0
## INFO [11:05:57.296] [bbotk] errors runtime_learners uhash
## INFO [11:05:57.296] [bbotk] 0 0.159 75e8c4d4-909f-4f76-b0cf-74bd79adf0fc
## INFO [11:05:57.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:57.307] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:57.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:57.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:57.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:57.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:57.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:57.801] [mlr3] Finished benchmark
## INFO [11:05:57.817] [bbotk] Result of batch 588:
## INFO [11:05:57.818] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:57.818] [bbotk] 5 242 TRUE gini 0.9466242 0.7067129 0
## INFO [11:05:57.818] [bbotk] errors runtime_learners uhash
## INFO [11:05:57.818] [bbotk] 0 0.455 182b91c6-4d33-4a6e-a70f-82e14876e64c
## INFO [11:05:57.820] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:57.829] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:57.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:57.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:57.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:57.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:57.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:57.983] [mlr3] Finished benchmark
## INFO [11:05:57.999] [bbotk] Result of batch 589:
## INFO [11:05:58.000] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:58.000] [bbotk] 3 254 TRUE extratrees 0.2501165 0.6 0
## INFO [11:05:58.000] [bbotk] errors runtime_learners uhash
## INFO [11:05:58.000] [bbotk] 0 0.127 b5f95145-bfb6-42a2-bac3-2361c0a71441
## INFO [11:05:58.002] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:58.011] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:58.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:58.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:58.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:58.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:58.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:58.183] [mlr3] Finished benchmark
## INFO [11:05:58.199] [bbotk] Result of batch 590:
## INFO [11:05:58.200] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:58.200] [bbotk] 4 445 TRUE gini 0.1451982 0.4 0
## INFO [11:05:58.200] [bbotk] errors runtime_learners uhash
## INFO [11:05:58.200] [bbotk] 0 0.137 42e1dca3-db94-443b-a247-d6d8f171470c
## INFO [11:05:58.202] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:58.211] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:58.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:58.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:58.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:58.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:58.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:58.441] [mlr3] Finished benchmark
## INFO [11:05:58.457] [bbotk] Result of batch 591:
## INFO [11:05:58.458] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:58.458] [bbotk] 3 433 TRUE gini 0.736452 0.6632817 0
## INFO [11:05:58.458] [bbotk] errors runtime_learners uhash
## INFO [11:05:58.458] [bbotk] 0 0.206 8ece0504-07da-4295-ac71-b91921751192
## INFO [11:05:58.460] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:58.469] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:58.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:58.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:58.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:58.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:58.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:58.710] [mlr3] Finished benchmark
## INFO [11:05:58.728] [bbotk] Result of batch 592:
## INFO [11:05:58.729] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:58.729] [bbotk] 4 211 FALSE gini 0.3298342 0.6572941 0
## INFO [11:05:58.729] [bbotk] errors runtime_learners uhash
## INFO [11:05:58.729] [bbotk] 0 0.212 37f0e376-11e3-4282-8435-7439d813fa66
## INFO [11:05:58.731] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:58.740] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:58.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:58.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:58.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:58.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:59.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:59.108] [mlr3] Finished benchmark
## INFO [11:05:59.124] [bbotk] Result of batch 593:
## INFO [11:05:59.125] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:59.125] [bbotk] 3 145 TRUE extratrees 0.5916711 0.6918177 0
## INFO [11:05:59.125] [bbotk] errors runtime_learners uhash
## INFO [11:05:59.125] [bbotk] 0 0.343 3c044599-2c0c-4033-8958-c31003d0ec63
## INFO [11:05:59.127] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:59.136] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:59.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:59.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:59.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:59.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:59.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:59.300] [mlr3] Finished benchmark
## INFO [11:05:59.323] [bbotk] Result of batch 594:
## INFO [11:05:59.324] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:59.324] [bbotk] 5 327 TRUE extratrees 0.1621325 0.6 0
## INFO [11:05:59.324] [bbotk] errors runtime_learners uhash
## INFO [11:05:59.324] [bbotk] 0 0.132 19e11277-0b98-48ca-b55a-545c07731845
## INFO [11:05:59.327] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:59.336] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:59.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:59.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:59.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:59.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:59.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:59.696] [mlr3] Finished benchmark
## INFO [11:05:59.711] [bbotk] Result of batch 595:
## INFO [11:05:59.712] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:59.712] [bbotk] 4 229 FALSE extratrees 0.7108655 0.693689 0
## INFO [11:05:59.712] [bbotk] errors runtime_learners uhash
## INFO [11:05:59.712] [bbotk] 0 0.335 602e8559-0c99-4046-a3bb-3f02c5e5e6ab
## INFO [11:05:59.715] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:59.724] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:59.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:05:59.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:05:59.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:05:59.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:05:59.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:05:59.896] [mlr3] Finished benchmark
## INFO [11:05:59.938] [bbotk] Result of batch 596:
## INFO [11:05:59.940] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:05:59.940] [bbotk] 2 354 FALSE gini 0.2774765 0.6 0
## INFO [11:05:59.940] [bbotk] errors runtime_learners uhash
## INFO [11:05:59.940] [bbotk] 0 0.145 9a61b703-36fa-4cee-bd5f-1950b09dbd4e
## INFO [11:05:59.943] [bbotk] Evaluating 1 configuration(s)
## INFO [11:05:59.962] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:05:59.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:00.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:00.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:00.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:00.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:00.271] [mlr3] Finished benchmark
## INFO [11:06:00.288] [bbotk] Result of batch 597:
## INFO [11:06:00.290] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:00.290] [bbotk] 3 195 FALSE extratrees 0.5029404 0.7153517 0
## INFO [11:06:00.290] [bbotk] errors runtime_learners uhash
## INFO [11:06:00.290] [bbotk] 0 0.28 4edabf1d-e536-421c-81aa-aa2d171925ce
## INFO [11:06:00.292] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:00.302] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:00.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:00.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:00.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:00.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:00.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:00.620] [mlr3] Finished benchmark
## INFO [11:06:00.637] [bbotk] Result of batch 598:
## INFO [11:06:00.637] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:00.637] [bbotk] 2 289 TRUE extratrees 0.7297608 0.7234546 0
## INFO [11:06:00.637] [bbotk] errors runtime_learners uhash
## INFO [11:06:00.637] [bbotk] 0 0.291 06cc29b6-51a6-4ee4-9aeb-0d50d7da9b29
## INFO [11:06:00.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:00.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:00.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:00.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:00.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:00.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:00.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:00.866] [mlr3] Finished benchmark
## INFO [11:06:00.882] [bbotk] Result of batch 599:
## INFO [11:06:00.883] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:00.883] [bbotk] 1 498 TRUE gini 0.655915 0.6688218 0
## INFO [11:06:00.883] [bbotk] errors runtime_learners uhash
## INFO [11:06:00.883] [bbotk] 0 0.18 e68074f4-3a88-4586-b409-a774b7b22108
## INFO [11:06:00.885] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:00.894] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:00.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:00.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:00.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:00.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:01.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:01.046] [mlr3] Finished benchmark
## INFO [11:06:01.062] [bbotk] Result of batch 600:
## INFO [11:06:01.062] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:01.062] [bbotk] 4 404 TRUE gini 0.2808253 0.6 0
## INFO [11:06:01.062] [bbotk] errors runtime_learners uhash
## INFO [11:06:01.062] [bbotk] 0 0.125 2a6abdc8-000b-48bc-8da4-7b4f8a7a643c
## INFO [11:06:01.065] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:01.074] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:01.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:01.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:01.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:01.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:01.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:01.456] [mlr3] Finished benchmark
## INFO [11:06:01.479] [bbotk] Result of batch 601:
## INFO [11:06:01.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:01.480] [bbotk] 1 255 TRUE extratrees 0.9382245 0.7140385 0
## INFO [11:06:01.480] [bbotk] errors runtime_learners uhash
## INFO [11:06:01.480] [bbotk] 0 0.354 54eb2856-2501-43f1-854f-8e53e7b82b27
## INFO [11:06:01.484] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:01.494] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:01.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:01.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:01.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:01.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:01.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:01.734] [mlr3] Finished benchmark
## INFO [11:06:01.749] [bbotk] Result of batch 602:
## INFO [11:06:01.750] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:01.750] [bbotk] 2 438 TRUE gini 0.787566 0.6802602 0
## INFO [11:06:01.750] [bbotk] errors runtime_learners uhash
## INFO [11:06:01.750] [bbotk] 0 0.214 cdf2218d-d483-4de4-8f05-468302b7dc7c
## INFO [11:06:01.752] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:01.761] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:01.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:01.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:01.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:01.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:02.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:02.132] [mlr3] Finished benchmark
## INFO [11:06:02.157] [bbotk] Result of batch 603:
## INFO [11:06:02.158] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:02.158] [bbotk] 2 110 FALSE extratrees 0.5929914 0.688363 0
## INFO [11:06:02.158] [bbotk] errors runtime_learners uhash
## INFO [11:06:02.158] [bbotk] 0 0.347 0a29d476-2561-43f5-8323-e56ab8c49fb7
## INFO [11:06:02.162] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:02.179] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:02.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:02.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:02.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:02.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:02.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:02.456] [mlr3] Finished benchmark
## INFO [11:06:02.471] [bbotk] Result of batch 604:
## INFO [11:06:02.472] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:02.472] [bbotk] 2 274 FALSE gini 0.6260475 0.7012791 0
## INFO [11:06:02.472] [bbotk] errors runtime_learners uhash
## INFO [11:06:02.472] [bbotk] 0 0.251 a2f33b1d-9933-4fb5-9495-15ef6fa3d78f
## INFO [11:06:02.474] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:02.483] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:02.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:02.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:02.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:02.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:02.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:02.927] [mlr3] Finished benchmark
## INFO [11:06:02.943] [bbotk] Result of batch 605:
## INFO [11:06:02.943] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:02.943] [bbotk] 4 101 FALSE extratrees 0.6079903 0.6819351 0
## INFO [11:06:02.943] [bbotk] errors runtime_learners uhash
## INFO [11:06:02.943] [bbotk] 0 0.419 a1e32ff5-5f50-44f4-8c7d-872d924f1104
## INFO [11:06:02.946] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:02.961] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:02.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:03.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:03.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:03.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:03.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:03.144] [mlr3] Finished benchmark
## INFO [11:06:03.160] [bbotk] Result of batch 606:
## INFO [11:06:03.160] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:03.160] [bbotk] 1 404 FALSE extratrees 0.3884431 0.4 0
## INFO [11:06:03.160] [bbotk] errors runtime_learners uhash
## INFO [11:06:03.160] [bbotk] 0 0.149 689d5909-4bb8-47f2-9b07-13072d3d21da
## INFO [11:06:03.163] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:03.172] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:03.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:03.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:03.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:03.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:03.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:03.353] [mlr3] Finished benchmark
## INFO [11:06:03.370] [bbotk] Result of batch 607:
## INFO [11:06:03.370] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:03.370] [bbotk] 5 346 FALSE gini 0.160272 0.6 0
## INFO [11:06:03.370] [bbotk] errors runtime_learners uhash
## INFO [11:06:03.370] [bbotk] 0 0.153 0f2580db-958d-4939-8511-c04128b70c7f
## INFO [11:06:03.373] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:03.382] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:03.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:03.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:03.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:03.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:03.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:03.677] [mlr3] Finished benchmark
## INFO [11:06:03.697] [bbotk] Result of batch 608:
## INFO [11:06:03.698] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:03.698] [bbotk] 3 272 TRUE extratrees 0.5516473 0.7326785 0
## INFO [11:06:03.698] [bbotk] errors runtime_learners uhash
## INFO [11:06:03.698] [bbotk] 0 0.262 805bbd4b-f611-4406-83b4-b62940dc2c33
## INFO [11:06:03.701] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:03.710] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:03.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:03.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:03.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:03.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:03.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:03.878] [mlr3] Finished benchmark
## INFO [11:06:03.896] [bbotk] Result of batch 609:
## INFO [11:06:03.898] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:03.898] [bbotk] 1 423 FALSE gini 0.3317753 0.4 0
## INFO [11:06:03.898] [bbotk] errors runtime_learners uhash
## INFO [11:06:03.898] [bbotk] 0 0.143 71e8a010-775a-4d6e-b11e-4ac2db646bdd
## INFO [11:06:03.901] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:03.914] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:03.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:03.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:04.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:04.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:04.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:04.312] [mlr3] Finished benchmark
## INFO [11:06:04.334] [bbotk] Result of batch 610:
## INFO [11:06:04.336] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:04.336] [bbotk] 5 181 TRUE gini 0.6058559 0.6990966 0
## INFO [11:06:04.336] [bbotk] errors runtime_learners uhash
## INFO [11:06:04.336] [bbotk] 0 0.368 aa3bbbae-1a58-457e-93c5-7f8e0498b3bc
## INFO [11:06:04.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:04.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:04.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:04.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:04.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:04.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:04.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:04.615] [mlr3] Finished benchmark
## INFO [11:06:04.631] [bbotk] Result of batch 611:
## INFO [11:06:04.631] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:04.631] [bbotk] 3 117 TRUE extratrees 0.2707067 0.7251075 0
## INFO [11:06:04.631] [bbotk] errors runtime_learners uhash
## INFO [11:06:04.631] [bbotk] 0 0.233 07a0e357-660a-4572-8553-e1f70d00ebed
## INFO [11:06:04.634] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:04.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:04.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:04.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:04.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:04.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:04.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:04.884] [mlr3] Finished benchmark
## INFO [11:06:04.900] [bbotk] Result of batch 612:
## INFO [11:06:04.901] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:04.901] [bbotk] 4 167 FALSE gini 0.2815082 0.6631604 0
## INFO [11:06:04.901] [bbotk] errors runtime_learners uhash
## INFO [11:06:04.901] [bbotk] 0 0.213 842674ce-20c5-45b1-98b6-0fecd49a839b
## INFO [11:06:04.903] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:04.924] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:04.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:04.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:05.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:05.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:05.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:05.100] [mlr3] Finished benchmark
## INFO [11:06:05.115] [bbotk] Result of batch 613:
## INFO [11:06:05.116] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:05.116] [bbotk] 1 372 FALSE extratrees 0.410552 0.6 0
## INFO [11:06:05.116] [bbotk] errors runtime_learners uhash
## INFO [11:06:05.116] [bbotk] 0 0.146 1a192793-7165-4ac3-9e0b-7e7f13bac3a5
## INFO [11:06:05.118] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:05.127] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:05.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:05.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:05.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:05.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:05.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:05.309] [mlr3] Finished benchmark
## INFO [11:06:05.325] [bbotk] Result of batch 614:
## INFO [11:06:05.326] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:05.326] [bbotk] 5 482 FALSE gini 0.1395667 0.6 0
## INFO [11:06:05.326] [bbotk] errors runtime_learners uhash
## INFO [11:06:05.326] [bbotk] 0 0.159 dbac2341-5afc-4e83-85aa-7321ec0de8cf
## INFO [11:06:05.328] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:05.337] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:05.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:05.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:05.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:05.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:05.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:05.640] [mlr3] Finished benchmark
## INFO [11:06:05.656] [bbotk] Result of batch 615:
## INFO [11:06:05.656] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:05.656] [bbotk] 2 127 TRUE gini 0.3239906 0.6935677 0
## INFO [11:06:05.656] [bbotk] errors runtime_learners uhash
## INFO [11:06:05.656] [bbotk] 0 0.268 e6b39432-1871-4403-b3f5-5f9d676579a1
## INFO [11:06:05.659] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:05.668] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:05.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:05.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:05.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:05.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:06.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:06.154] [mlr3] Finished benchmark
## INFO [11:06:06.170] [bbotk] Result of batch 616:
## INFO [11:06:06.171] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:06.171] [bbotk] 2 60 FALSE gini 0.9045473 0.7406061 0
## INFO [11:06:06.171] [bbotk] errors runtime_learners uhash
## INFO [11:06:06.171] [bbotk] 0 0.461 158f8d6c-1ad8-427c-a8cd-75df04348ebc
## INFO [11:06:06.173] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:06.183] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:06.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:06.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:06.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:06.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:06.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:06.544] [mlr3] Finished benchmark
## INFO [11:06:06.566] [bbotk] Result of batch 617:
## INFO [11:06:06.567] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:06.567] [bbotk] 3 125 FALSE gini 0.4245424 0.6971735 0
## INFO [11:06:06.567] [bbotk] errors runtime_learners uhash
## INFO [11:06:06.567] [bbotk] 0 0.324 4e9e4a28-e1c9-4c79-9129-414a7032fb84
## INFO [11:06:06.569] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:06.578] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:06.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:06.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:06.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:06.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:06.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:07.027] [mlr3] Finished benchmark
## INFO [11:06:07.043] [bbotk] Result of batch 618:
## INFO [11:06:07.044] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:07.044] [bbotk] 3 63 TRUE extratrees 0.5192017 0.6823024 0
## INFO [11:06:07.044] [bbotk] errors runtime_learners uhash
## INFO [11:06:07.044] [bbotk] 0 0.422 90601337-4585-4bb1-ba35-6bdfef46a7ae
## INFO [11:06:07.046] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:07.055] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:07.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:07.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:07.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:07.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:07.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:07.210] [mlr3] Finished benchmark
## INFO [11:06:07.237] [bbotk] Result of batch 619:
## INFO [11:06:07.239] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:07.239] [bbotk] 1 336 TRUE gini 0.1037555 0.6 0
## INFO [11:06:07.239] [bbotk] errors runtime_learners uhash
## INFO [11:06:07.239] [bbotk] 0 0.129 620cc536-7e9b-40ef-bbaf-39de55f3d689
## INFO [11:06:07.243] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:07.260] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:07.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:07.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:07.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:07.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:07.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:07.414] [mlr3] Finished benchmark
## INFO [11:06:07.430] [bbotk] Result of batch 620:
## INFO [11:06:07.431] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:07.431] [bbotk] 3 416 TRUE extratrees 0.3631568 0.6 0
## INFO [11:06:07.431] [bbotk] errors runtime_learners uhash
## INFO [11:06:07.431] [bbotk] 0 0.127 8b0c1eea-e279-4516-9feb-059387bb9348
## INFO [11:06:07.433] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:07.442] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:07.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:07.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:07.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:07.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:08.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:08.192] [mlr3] Finished benchmark
## INFO [11:06:08.208] [bbotk] Result of batch 621:
## INFO [11:06:08.209] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:08.209] [bbotk] 5 55 FALSE extratrees 0.9035468 0.6976819 0
## INFO [11:06:08.209] [bbotk] errors runtime_learners uhash
## INFO [11:06:08.209] [bbotk] 0 0.722 4aa812f9-478d-4132-a06d-fb6f552b381e
## INFO [11:06:08.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:08.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:08.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:08.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:08.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:08.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:08.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:08.400] [mlr3] Finished benchmark
## INFO [11:06:08.416] [bbotk] Result of batch 622:
## INFO [11:06:08.417] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:08.417] [bbotk] 3 279 TRUE gini 0.2008869 0.4 0
## INFO [11:06:08.417] [bbotk] errors runtime_learners uhash
## INFO [11:06:08.417] [bbotk] 0 0.135 665f7ed2-5f31-486a-80e7-4cb61dc5ac15
## INFO [11:06:08.419] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:08.428] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:08.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:08.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:08.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:08.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:08.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:08.768] [mlr3] Finished benchmark
## INFO [11:06:08.784] [bbotk] Result of batch 623:
## INFO [11:06:08.785] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:08.785] [bbotk] 1 116 FALSE extratrees 0.5215815 0.704553 0
## INFO [11:06:08.785] [bbotk] errors runtime_learners uhash
## INFO [11:06:08.785] [bbotk] 0 0.315 f9a48385-4820-4121-bd4f-b3633d03f9a8
## INFO [11:06:08.787] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:08.796] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:08.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:08.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:08.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:09.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:09.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:09.136] [mlr3] Finished benchmark
## INFO [11:06:09.152] [bbotk] Result of batch 624:
## INFO [11:06:09.153] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:09.153] [bbotk] 1 153 FALSE gini 0.8483803 0.7035376 0
## INFO [11:06:09.153] [bbotk] errors runtime_learners uhash
## INFO [11:06:09.153] [bbotk] 0 0.305 7e36166f-9a52-4769-bcbe-b45937b625ec
## INFO [11:06:09.156] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:09.165] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:09.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:09.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:09.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:09.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:09.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:09.459] [mlr3] Finished benchmark
## INFO [11:06:09.475] [bbotk] Result of batch 625:
## INFO [11:06:09.475] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:09.475] [bbotk] 2 32 TRUE gini 0.1643662 0.7053139 0
## INFO [11:06:09.475] [bbotk] errors runtime_learners uhash
## INFO [11:06:09.475] [bbotk] 0 0.269 7209c5d1-9b07-4256-951e-fe0beb62fef2
## INFO [11:06:09.478] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:09.486] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:09.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:09.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:09.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:09.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:09.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:09.794] [mlr3] Finished benchmark
## INFO [11:06:09.817] [bbotk] Result of batch 626:
## INFO [11:06:09.818] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:09.818] [bbotk] 1 104 TRUE gini 0.4310759 0.6939031 0
## INFO [11:06:09.818] [bbotk] errors runtime_learners uhash
## INFO [11:06:09.818] [bbotk] 0 0.278 448ffc1a-ff59-4762-889a-83652fb2f67d
## INFO [11:06:09.820] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:09.829] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:09.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:09.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:09.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:10.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:10.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:10.210] [mlr3] Finished benchmark
## INFO [11:06:10.226] [bbotk] Result of batch 627:
## INFO [11:06:10.227] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:10.227] [bbotk] 2 155 FALSE extratrees 0.7834307 0.692185 0
## INFO [11:06:10.227] [bbotk] errors runtime_learners uhash
## INFO [11:06:10.227] [bbotk] 0 0.356 d660f053-f52a-4ac2-a5d8-b2c35da4cbad
## INFO [11:06:10.229] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:10.238] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:10.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:10.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:10.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:10.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:10.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:10.668] [mlr3] Finished benchmark
## INFO [11:06:10.697] [bbotk] Result of batch 628:
## INFO [11:06:10.698] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:10.698] [bbotk] 4 296 TRUE extratrees 0.9789859 0.693689 0
## INFO [11:06:10.698] [bbotk] errors runtime_learners uhash
## INFO [11:06:10.698] [bbotk] 0 0.405 130f84e8-ee5f-4d69-b893-21d5fa4d835e
## INFO [11:06:10.702] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:10.719] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:10.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:10.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:10.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:10.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:11.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:11.147] [mlr3] Finished benchmark
## INFO [11:06:11.162] [bbotk] Result of batch 629:
## INFO [11:06:11.163] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:11.163] [bbotk] 3 117 FALSE gini 0.6963402 0.7142059 0
## INFO [11:06:11.163] [bbotk] errors runtime_learners uhash
## INFO [11:06:11.163] [bbotk] 0 0.404 b686d6b4-b92e-4ecb-8b19-27c818ec70f4
## INFO [11:06:11.165] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:11.175] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:11.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:11.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:11.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:11.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:11.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:11.388] [mlr3] Finished benchmark
## INFO [11:06:11.404] [bbotk] Result of batch 630:
## INFO [11:06:11.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:11.405] [bbotk] 1 377 TRUE extratrees 0.5169033 0.7345369 0
## INFO [11:06:11.405] [bbotk] errors runtime_learners uhash
## INFO [11:06:11.405] [bbotk] 0 0.187 eb500c26-f217-40dc-b9ac-a9d2e037e222
## INFO [11:06:11.407] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:11.437] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:11.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:11.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:11.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:11.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:11.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:11.713] [mlr3] Finished benchmark
## INFO [11:06:11.729] [bbotk] Result of batch 631:
## INFO [11:06:11.730] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:11.730] [bbotk] 1 333 FALSE extratrees 0.602564 0.7385044 0
## INFO [11:06:11.730] [bbotk] errors runtime_learners uhash
## INFO [11:06:11.730] [bbotk] 0 0.242 3ef23ed7-6b6d-440f-998e-946e3df9d302
## INFO [11:06:11.732] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:11.741] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:11.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:11.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:11.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:11.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:11.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:11.891] [mlr3] Finished benchmark
## INFO [11:06:11.907] [bbotk] Result of batch 632:
## INFO [11:06:11.908] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:11.908] [bbotk] 4 485 TRUE gini 0.4109468 0.6 0
## INFO [11:06:11.908] [bbotk] errors runtime_learners uhash
## INFO [11:06:11.908] [bbotk] 0 0.125 2772ea58-ad24-4df3-8761-fba0e581e5f5
## INFO [11:06:11.910] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:11.919] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:11.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:12.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:12.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:12.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:12.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:12.970] [mlr3] Finished benchmark
## INFO [11:06:12.986] [bbotk] Result of batch 633:
## INFO [11:06:12.987] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:12.987] [bbotk] 4 5 FALSE gini 0.8300467 0.8190495 0
## INFO [11:06:12.987] [bbotk] errors runtime_learners uhash
## INFO [11:06:12.987] [bbotk] 0 1.013 bd281a29-1b32-4090-b68b-a23066a7b90a
## INFO [11:06:12.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:12.999] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:13.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:13.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:13.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:13.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:13.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:13.162] [mlr3] Finished benchmark
## INFO [11:06:13.177] [bbotk] Result of batch 634:
## INFO [11:06:13.178] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:13.178] [bbotk] 4 455 FALSE extratrees 0.4186276 0.6 0
## INFO [11:06:13.178] [bbotk] errors runtime_learners uhash
## INFO [11:06:13.178] [bbotk] 0 0.137 1f667128-6275-44ce-9baf-55545fabd01a
## INFO [11:06:13.180] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:13.189] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:13.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:13.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:13.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:13.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:13.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:13.645] [mlr3] Finished benchmark
## INFO [11:06:13.664] [bbotk] Result of batch 635:
## INFO [11:06:13.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:13.665] [bbotk] 5 259 TRUE extratrees 0.8338707 0.6938379 0
## INFO [11:06:13.665] [bbotk] errors runtime_learners uhash
## INFO [11:06:13.665] [bbotk] 0 0.418 9ad3fbd3-e79b-4dad-a876-385dbbe1d8a1
## INFO [11:06:13.667] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:13.676] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:13.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:13.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:13.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:13.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:13.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:13.955] [mlr3] Finished benchmark
## INFO [11:06:13.973] [bbotk] Result of batch 636:
## INFO [11:06:13.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:13.974] [bbotk] 2 331 TRUE gini 0.7599489 0.6953695 0
## INFO [11:06:13.974] [bbotk] errors runtime_learners uhash
## INFO [11:06:13.974] [bbotk] 0 0.256 a6afdcdb-9836-4ea0-abed-99dea30c230a
## INFO [11:06:13.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:13.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:13.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:14.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:14.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:14.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:14.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:14.347] [mlr3] Finished benchmark
## INFO [11:06:14.371] [bbotk] Result of batch 637:
## INFO [11:06:14.372] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:14.372] [bbotk] 4 100 TRUE gini 0.3774519 0.7027917 0
## INFO [11:06:14.372] [bbotk] errors runtime_learners uhash
## INFO [11:06:14.372] [bbotk] 0 0.335 2ff6165a-e881-4111-b877-ba83be1d2a0d
## INFO [11:06:14.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:14.393] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:14.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:14.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:14.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:14.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:14.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:14.882] [mlr3] Finished benchmark
## INFO [11:06:14.898] [bbotk] Result of batch 638:
## INFO [11:06:14.899] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:14.899] [bbotk] 3 176 TRUE extratrees 0.9784268 0.6903832 0
## INFO [11:06:14.899] [bbotk] errors runtime_learners uhash
## INFO [11:06:14.899] [bbotk] 0 0.462 9637145a-a387-4ce2-a391-8c490a1f3673
## INFO [11:06:14.901] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:14.910] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:14.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:14.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:15.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:15.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:15.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:15.167] [mlr3] Finished benchmark
## INFO [11:06:15.183] [bbotk] Result of batch 639:
## INFO [11:06:15.184] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:15.184] [bbotk] 2 268 FALSE extratrees 0.4823461 0.7363629 0
## INFO [11:06:15.184] [bbotk] errors runtime_learners uhash
## INFO [11:06:15.184] [bbotk] 0 0.234 9ce2e823-52f5-42c5-9a3b-7a71de46cfa6
## INFO [11:06:15.339] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:15.348] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:15.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:15.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:15.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:15.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:15.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:15.521] [mlr3] Finished benchmark
## INFO [11:06:15.536] [bbotk] Result of batch 640:
## INFO [11:06:15.537] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:15.537] [bbotk] 3 231 FALSE gini 0.2398175 0.6 0
## INFO [11:06:15.537] [bbotk] errors runtime_learners uhash
## INFO [11:06:15.537] [bbotk] 0 0.148 199f7ae3-3065-4412-86cb-bea4eeb3d205
## INFO [11:06:15.539] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:15.548] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:15.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:15.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:15.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:15.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:15.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:15.894] [mlr3] Finished benchmark
## INFO [11:06:15.911] [bbotk] Result of batch 641:
## INFO [11:06:15.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:15.912] [bbotk] 4 180 TRUE extratrees 0.5631702 0.6953419 0
## INFO [11:06:15.912] [bbotk] errors runtime_learners uhash
## INFO [11:06:15.912] [bbotk] 0 0.323 5a178576-f8c1-4ea7-8591-e6e4e07553f9
## INFO [11:06:15.914] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:15.923] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:15.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:15.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:16.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:16.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:16.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:16.103] [mlr3] Finished benchmark
## INFO [11:06:16.118] [bbotk] Result of batch 642:
## INFO [11:06:16.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:16.119] [bbotk] 3 266 FALSE gini 0.2839635 0.6 0
## INFO [11:06:16.119] [bbotk] errors runtime_learners uhash
## INFO [11:06:16.119] [bbotk] 0 0.147 a7fb1dab-ef46-40bf-9273-3a7317923494
## INFO [11:06:16.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:16.130] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:16.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:16.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:16.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:16.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:16.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:16.327] [mlr3] Finished benchmark
## INFO [11:06:16.343] [bbotk] Result of batch 643:
## INFO [11:06:16.344] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:16.344] [bbotk] 2 479 TRUE gini 0.6440802 0.6515058 0
## INFO [11:06:16.344] [bbotk] errors runtime_learners uhash
## INFO [11:06:16.344] [bbotk] 0 0.173 2d41d580-fd8c-427d-8726-f100751500f0
## INFO [11:06:16.346] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:16.355] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:16.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:16.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:16.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:16.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:16.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:16.636] [mlr3] Finished benchmark
## INFO [11:06:16.652] [bbotk] Result of batch 644:
## INFO [11:06:16.653] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:16.653] [bbotk] 1 233 FALSE extratrees 0.4919807 0.73646 0
## INFO [11:06:16.653] [bbotk] errors runtime_learners uhash
## INFO [11:06:16.653] [bbotk] 0 0.256 ea9841e6-ef5b-4d01-894b-88fd0ab8a5c0
## INFO [11:06:16.655] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:16.664] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:16.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:16.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:16.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:16.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:16.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:16.872] [mlr3] Finished benchmark
## INFO [11:06:16.888] [bbotk] Result of batch 645:
## INFO [11:06:16.889] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:16.889] [bbotk] 2 285 FALSE gini 0.373658 0.6534289 0
## INFO [11:06:16.889] [bbotk] errors runtime_learners uhash
## INFO [11:06:16.889] [bbotk] 0 0.183 74184c44-eac4-4930-96c1-2da980624202
## INFO [11:06:16.891] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:16.900] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:16.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:16.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:17.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:17.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:17.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:17.222] [mlr3] Finished benchmark
## INFO [11:06:17.238] [bbotk] Result of batch 646:
## INFO [11:06:17.239] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:17.239] [bbotk] 1 110 TRUE gini 0.5970132 0.6939031 0
## INFO [11:06:17.239] [bbotk] errors runtime_learners uhash
## INFO [11:06:17.239] [bbotk] 0 0.297 7b6c1bf0-70b8-48c1-a05a-3b3143cfb32f
## INFO [11:06:17.241] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:17.255] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:17.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:17.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:17.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:17.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:17.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:17.406] [mlr3] Finished benchmark
## INFO [11:06:17.422] [bbotk] Result of batch 647:
## INFO [11:06:17.423] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:17.423] [bbotk] 5 262 TRUE extratrees 0.2361107 0.6 0
## INFO [11:06:17.423] [bbotk] errors runtime_learners uhash
## INFO [11:06:17.423] [bbotk] 0 0.127 89b542be-7d8a-4808-a918-c8adaf8c1ba3
## INFO [11:06:17.425] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:17.434] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:17.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:17.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:17.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:17.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:17.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:17.587] [mlr3] Finished benchmark
## INFO [11:06:17.603] [bbotk] Result of batch 648:
## INFO [11:06:17.604] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:17.604] [bbotk] 4 199 TRUE extratrees 0.1558106 0.6 0
## INFO [11:06:17.604] [bbotk] errors runtime_learners uhash
## INFO [11:06:17.604] [bbotk] 0 0.126 8aca68e0-5a63-4b48-86ca-0a79ae29c661
## INFO [11:06:17.606] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:17.615] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:17.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:17.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:17.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:17.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:17.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:17.769] [mlr3] Finished benchmark
## INFO [11:06:17.785] [bbotk] Result of batch 649:
## INFO [11:06:17.786] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:17.786] [bbotk] 2 464 TRUE extratrees 0.5000306 0.4 0
## INFO [11:06:17.786] [bbotk] errors runtime_learners uhash
## INFO [11:06:17.786] [bbotk] 0 0.13 c20dfe10-9f7e-41c8-87d4-4cf02f57e173
## INFO [11:06:17.788] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:17.797] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:17.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:17.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:17.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:17.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:18.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:18.074] [mlr3] Finished benchmark
## INFO [11:06:18.090] [bbotk] Result of batch 650:
## INFO [11:06:18.091] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:18.091] [bbotk] 4 175 FALSE gini 0.3484315 0.6969551 0
## INFO [11:06:18.091] [bbotk] errors runtime_learners uhash
## INFO [11:06:18.091] [bbotk] 0 0.253 b5094161-3e8c-4314-9d93-33c73b2e3999
## INFO [11:06:18.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:18.102] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:18.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:18.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:18.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:18.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:18.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:18.473] [mlr3] Finished benchmark
## INFO [11:06:18.489] [bbotk] Result of batch 651:
## INFO [11:06:18.489] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:18.489] [bbotk] 5 420 TRUE extratrees 0.9486405 0.7304852 0
## INFO [11:06:18.489] [bbotk] errors runtime_learners uhash
## INFO [11:06:18.489] [bbotk] 0 0.342 773d6d4f-b65c-469e-9cda-b18debda2056
## INFO [11:06:18.491] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:18.500] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:18.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:18.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:18.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:18.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:18.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:18.948] [mlr3] Finished benchmark
## INFO [11:06:18.964] [bbotk] Result of batch 652:
## INFO [11:06:18.965] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:18.965] [bbotk] 2 14 TRUE gini 0.3543366 0.749452 0
## INFO [11:06:18.965] [bbotk] errors runtime_learners uhash
## INFO [11:06:18.965] [bbotk] 0 0.424 4283512d-fc01-4bba-8e3e-c6fbc01bb5a8
## INFO [11:06:18.967] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:18.976] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:18.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:19.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:19.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:19.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:19.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:19.220] [mlr3] Finished benchmark
## INFO [11:06:19.241] [bbotk] Result of batch 653:
## INFO [11:06:19.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:19.242] [bbotk] 1 349 FALSE extratrees 0.5571183 0.7368273 0
## INFO [11:06:19.242] [bbotk] errors runtime_learners uhash
## INFO [11:06:19.242] [bbotk] 0 0.221 d9dbc6de-a20c-4a6d-951b-f7f1e8db24a6
## INFO [11:06:19.244] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:19.253] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:19.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:19.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:19.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:19.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:19.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:19.463] [mlr3] Finished benchmark
## INFO [11:06:19.479] [bbotk] Result of batch 654:
## INFO [11:06:19.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:19.480] [bbotk] 3 459 TRUE gini 0.6721064 0.6495827 0
## INFO [11:06:19.480] [bbotk] errors runtime_learners uhash
## INFO [11:06:19.480] [bbotk] 0 0.186 d507fa19-9856-4d15-92cd-704734642c18
## INFO [11:06:19.482] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:19.491] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:19.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:19.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:19.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:19.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:19.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:19.707] [mlr3] Finished benchmark
## INFO [11:06:19.723] [bbotk] Result of batch 655:
## INFO [11:06:19.723] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:19.723] [bbotk] 3 240 FALSE gini 0.3017226 0.6552739 0
## INFO [11:06:19.723] [bbotk] errors runtime_learners uhash
## INFO [11:06:19.723] [bbotk] 0 0.19 d24a78d9-d283-42ba-935c-89aad5378702
## INFO [11:06:19.726] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:19.739] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:19.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:19.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:19.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:19.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:20.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:20.065] [mlr3] Finished benchmark
## INFO [11:06:20.080] [bbotk] Result of batch 656:
## INFO [11:06:20.081] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:20.081] [bbotk] 1 331 TRUE extratrees 0.8806076 0.7288997 0
## INFO [11:06:20.081] [bbotk] errors runtime_learners uhash
## INFO [11:06:20.081] [bbotk] 0 0.301 8ac23ef9-acfd-4404-a2a9-02dce712244e
## INFO [11:06:20.083] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:20.092] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:20.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:20.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:20.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:20.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:20.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:20.268] [mlr3] Finished benchmark
## INFO [11:06:20.284] [bbotk] Result of batch 657:
## INFO [11:06:20.285] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:20.285] [bbotk] 1 497 FALSE extratrees 0.1981788 0.6 0
## INFO [11:06:20.285] [bbotk] errors runtime_learners uhash
## INFO [11:06:20.285] [bbotk] 0 0.152 c1f89fc3-e9a1-4cd3-8f87-ef4e61ce671e
## INFO [11:06:20.287] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:20.296] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:20.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:20.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:20.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:20.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:20.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:20.580] [mlr3] Finished benchmark
## INFO [11:06:20.596] [bbotk] Result of batch 658:
## INFO [11:06:20.597] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:20.597] [bbotk] 2 211 FALSE gini 0.5007945 0.6953695 0
## INFO [11:06:20.597] [bbotk] errors runtime_learners uhash
## INFO [11:06:20.597] [bbotk] 0 0.26 d5fd463f-5b24-4cb5-b090-f1ea1e846f95
## INFO [11:06:20.599] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:20.608] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:20.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:20.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:20.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:20.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:20.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:21.081] [mlr3] Finished benchmark
## INFO [11:06:21.097] [bbotk] Result of batch 659:
## INFO [11:06:21.098] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:21.098] [bbotk] 4 95 FALSE gini 0.6387106 0.7318588 0
## INFO [11:06:21.098] [bbotk] errors runtime_learners uhash
## INFO [11:06:21.098] [bbotk] 0 0.449 c330998c-d6f6-48ff-b18c-a52ab2da4dba
## INFO [11:06:21.100] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:21.109] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:21.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:21.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:21.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:21.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:21.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:21.268] [mlr3] Finished benchmark
## INFO [11:06:21.284] [bbotk] Result of batch 660:
## INFO [11:06:21.284] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:21.284] [bbotk] 2 420 TRUE gini 0.1557191 0.6 0
## INFO [11:06:21.284] [bbotk] errors runtime_learners uhash
## INFO [11:06:21.284] [bbotk] 0 0.13 aabfd7ea-eb63-486b-8de1-bee1b7cc4a84
## INFO [11:06:21.287] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:21.295] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:21.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:21.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:21.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:21.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:21.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:21.600] [mlr3] Finished benchmark
## INFO [11:06:21.616] [bbotk] Result of batch 661:
## INFO [11:06:21.616] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:21.616] [bbotk] 2 436 TRUE extratrees 0.9221949 0.7307554 0
## INFO [11:06:21.616] [bbotk] errors runtime_learners uhash
## INFO [11:06:21.616] [bbotk] 0 0.279 c3176e0c-9cea-4593-bdb3-01a5d684ff63
## INFO [11:06:21.619] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:21.628] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:21.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:21.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:21.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:21.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:21.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:21.992] [mlr3] Finished benchmark
## INFO [11:06:22.012] [bbotk] Result of batch 662:
## INFO [11:06:22.013] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:22.013] [bbotk] 3 294 TRUE extratrees 0.8661161 0.711951 0
## INFO [11:06:22.013] [bbotk] errors runtime_learners uhash
## INFO [11:06:22.013] [bbotk] 0 0.34 e92f3253-2e1a-4368-a732-06acd43ad325
## INFO [11:06:22.015] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:22.024] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:22.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:22.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:22.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:22.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:22.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:22.218] [mlr3] Finished benchmark
## INFO [11:06:22.233] [bbotk] Result of batch 663:
## INFO [11:06:22.234] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:22.234] [bbotk] 3 249 TRUE gini 0.3630825 0.6513845 0
## INFO [11:06:22.234] [bbotk] errors runtime_learners uhash
## INFO [11:06:22.234] [bbotk] 0 0.169 8e4f8e62-45bc-4539-b739-f3962702eedc
## INFO [11:06:22.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:22.245] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:22.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:22.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:22.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:22.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:22.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:22.565] [mlr3] Finished benchmark
## INFO [11:06:22.581] [bbotk] Result of batch 664:
## INFO [11:06:22.582] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:22.582] [bbotk] 2 281 FALSE extratrees 0.8521854 0.7139038 0
## INFO [11:06:22.582] [bbotk] errors runtime_learners uhash
## INFO [11:06:22.582] [bbotk] 0 0.296 9ed9d527-b24c-45aa-8505-05a8ca1846dc
## INFO [11:06:22.584] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:22.598] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:22.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:22.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:22.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:22.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:22.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:22.938] [mlr3] Finished benchmark
## INFO [11:06:22.954] [bbotk] Result of batch 665:
## INFO [11:06:22.955] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:22.955] [bbotk] 1 12 TRUE gini 0.1790956 0.7166664 0
## INFO [11:06:22.955] [bbotk] errors runtime_learners uhash
## INFO [11:06:22.955] [bbotk] 0 0.313 a68eabdc-9d11-4823-bd52-695dd0c72f4d
## INFO [11:06:22.957] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:22.966] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:22.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:23.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:23.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:23.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:23.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:23.233] [mlr3] Finished benchmark
## INFO [11:06:23.249] [bbotk] Result of batch 666:
## INFO [11:06:23.250] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:23.250] [bbotk] 1 241 FALSE gini 0.6660359 0.6940542 0
## INFO [11:06:23.250] [bbotk] errors runtime_learners uhash
## INFO [11:06:23.250] [bbotk] 0 0.241 6c0ade0f-a4d7-4793-a4ef-a9d07e73bf7a
## INFO [11:06:23.252] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:23.281] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:23.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:23.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:23.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:23.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:23.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:23.747] [mlr3] Finished benchmark
## INFO [11:06:23.762] [bbotk] Result of batch 667:
## INFO [11:06:23.763] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:23.763] [bbotk] 3 102 FALSE gini 0.8617914 0.7214118 0
## INFO [11:06:23.763] [bbotk] errors runtime_learners uhash
## INFO [11:06:23.763] [bbotk] 0 0.438 a25cfed2-89eb-4ec1-9ee1-7aef911108b0
## INFO [11:06:23.765] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:23.774] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:23.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:23.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:23.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:23.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:23.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:24.012] [mlr3] Finished benchmark
## INFO [11:06:24.028] [bbotk] Result of batch 668:
## INFO [11:06:24.028] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:24.028] [bbotk] 1 231 TRUE extratrees 0.4030306 0.738286 0
## INFO [11:06:24.028] [bbotk] errors runtime_learners uhash
## INFO [11:06:24.028] [bbotk] 0 0.213 8176f48d-f431-4aaf-8d85-d14d0c061fde
## INFO [11:06:24.031] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:24.039] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:24.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:24.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:24.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:24.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:24.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:24.523] [mlr3] Finished benchmark
## INFO [11:06:24.539] [bbotk] Result of batch 669:
## INFO [11:06:24.539] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:24.539] [bbotk] 3 27 FALSE gini 0.3741873 0.7426937 0
## INFO [11:06:24.539] [bbotk] errors runtime_learners uhash
## INFO [11:06:24.539] [bbotk] 0 0.451 0bf56ae5-5ec9-4792-b3f5-33a6ed253b96
## INFO [11:06:24.541] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:24.550] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:24.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:24.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:24.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:24.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:24.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:24.728] [mlr3] Finished benchmark
## INFO [11:06:24.744] [bbotk] Result of batch 670:
## INFO [11:06:24.744] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:24.744] [bbotk] 3 200 FALSE extratrees 0.1851173 0.6 0
## INFO [11:06:24.744] [bbotk] errors runtime_learners uhash
## INFO [11:06:24.744] [bbotk] 0 0.154 a60178fb-df62-45e8-bf28-3572ac2ab938
## INFO [11:06:24.747] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:24.755] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:24.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:24.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:24.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:24.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:24.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:25.053] [mlr3] Finished benchmark
## INFO [11:06:25.071] [bbotk] Result of batch 671:
## INFO [11:06:25.072] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:25.072] [bbotk] 1 281 TRUE gini 0.8957499 0.695556 0
## INFO [11:06:25.072] [bbotk] errors runtime_learners uhash
## INFO [11:06:25.072] [bbotk] 0 0.273 5e4e821f-d776-4016-99fd-f80d351cba55
## INFO [11:06:25.074] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:25.083] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:25.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:25.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:25.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:25.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:25.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:25.255] [mlr3] Finished benchmark
## INFO [11:06:25.270] [bbotk] Result of batch 672:
## INFO [11:06:25.271] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:25.271] [bbotk] 5 417 FALSE extratrees 0.2908707 0.6 0
## INFO [11:06:25.271] [bbotk] errors runtime_learners uhash
## INFO [11:06:25.271] [bbotk] 0 0.145 94c9fef2-bccb-44b6-a714-becf9baa4edb
## INFO [11:06:25.273] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:25.282] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:25.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:25.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:25.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:25.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:25.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:25.437] [mlr3] Finished benchmark
## INFO [11:06:25.454] [bbotk] Result of batch 673:
## INFO [11:06:25.455] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:25.455] [bbotk] 1 491 FALSE gini 0.5263613 0.6 0
## INFO [11:06:25.455] [bbotk] errors runtime_learners uhash
## INFO [11:06:25.455] [bbotk] 0 0.131 804494ef-18b9-4d6e-ae63-a94887eb146c
## INFO [11:06:25.458] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:25.478] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:25.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:25.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:25.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:25.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:25.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:25.802] [mlr3] Finished benchmark
## INFO [11:06:25.818] [bbotk] Result of batch 674:
## INFO [11:06:25.819] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:25.819] [bbotk] 5 129 TRUE extratrees 0.3820939 0.6954908 0
## INFO [11:06:25.819] [bbotk] errors runtime_learners uhash
## INFO [11:06:25.819] [bbotk] 0 0.297 faf4072a-bb01-43d9-ae97-44337fe4981c
## INFO [11:06:25.821] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:25.830] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:25.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:25.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:26.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:26.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:26.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:26.295] [mlr3] Finished benchmark
## INFO [11:06:26.311] [bbotk] Result of batch 675:
## INFO [11:06:26.312] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:26.312] [bbotk] 5 43 TRUE extratrees 0.3920682 0.6918177 0
## INFO [11:06:26.312] [bbotk] errors runtime_learners uhash
## INFO [11:06:26.312] [bbotk] 0 0.44 0fa7aa89-1fbc-40dd-a724-7f68f06d84c5
## INFO [11:06:26.315] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:26.324] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:26.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:26.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:26.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:26.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:26.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:26.621] [mlr3] Finished benchmark
## INFO [11:06:26.637] [bbotk] Result of batch 676:
## INFO [11:06:26.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:26.638] [bbotk] 3 378 FALSE extratrees 0.8005558 0.7304852 0
## INFO [11:06:26.638] [bbotk] errors runtime_learners uhash
## INFO [11:06:26.638] [bbotk] 0 0.27 fef2782c-1b67-4d1a-8a5d-0fc43ae699d6
## INFO [11:06:26.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:26.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:26.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:26.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:26.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:26.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:26.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:26.814] [mlr3] Finished benchmark
## INFO [11:06:26.830] [bbotk] Result of batch 677:
## INFO [11:06:26.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:26.831] [bbotk] 5 439 FALSE gini 0.4009196 0.6 0
## INFO [11:06:26.831] [bbotk] errors runtime_learners uhash
## INFO [11:06:26.831] [bbotk] 0 0.138 c9c921d8-b3a7-4254-8ea9-4fa1866e6f02
## INFO [11:06:26.833] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:26.842] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:26.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:26.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:26.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:27.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:27.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:27.151] [mlr3] Finished benchmark
## INFO [11:06:27.167] [bbotk] Result of batch 678:
## INFO [11:06:27.168] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:27.168] [bbotk] 2 185 FALSE extratrees 0.4960693 0.717545 0
## INFO [11:06:27.168] [bbotk] errors runtime_learners uhash
## INFO [11:06:27.168] [bbotk] 0 0.276 60f24ed3-f369-43a1-8719-785e1041e884
## INFO [11:06:27.170] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:27.179] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:27.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:27.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:27.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:27.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:27.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:27.456] [mlr3] Finished benchmark
## INFO [11:06:27.472] [bbotk] Result of batch 679:
## INFO [11:06:27.473] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:27.473] [bbotk] 2 303 TRUE extratrees 0.6154505 0.7288323 0
## INFO [11:06:27.473] [bbotk] errors runtime_learners uhash
## INFO [11:06:27.473] [bbotk] 0 0.254 c3d6a796-0199-48e2-b776-61aa89946ca7
## INFO [11:06:27.475] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:27.484] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:27.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:27.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:27.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:27.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:27.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:27.681] [mlr3] Finished benchmark
## INFO [11:06:27.700] [bbotk] Result of batch 680:
## INFO [11:06:27.701] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:27.701] [bbotk] 2 414 TRUE extratrees 0.4974812 0.7145405 0
## INFO [11:06:27.701] [bbotk] errors runtime_learners uhash
## INFO [11:06:27.701] [bbotk] 0 0.168 8cb0e199-cbb1-4a28-aa41-e0c05fdca07b
## INFO [11:06:27.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:27.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:27.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:27.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:27.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:27.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:27.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:28.033] [mlr3] Finished benchmark
## INFO [11:06:28.049] [bbotk] Result of batch 681:
## INFO [11:06:28.050] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:28.050] [bbotk] 4 375 TRUE gini 0.8459271 0.6971735 0
## INFO [11:06:28.050] [bbotk] errors runtime_learners uhash
## INFO [11:06:28.050] [bbotk] 0 0.295 8f1d18e5-27e1-401e-84fe-b0f1aa8ccb71
## INFO [11:06:28.052] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:28.061] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:28.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:28.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:28.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:28.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:28.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:28.219] [mlr3] Finished benchmark
## INFO [11:06:28.240] [bbotk] Result of batch 682:
## INFO [11:06:28.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:28.242] [bbotk] 4 299 TRUE extratrees 0.2184323 0.6 0
## INFO [11:06:28.242] [bbotk] errors runtime_learners uhash
## INFO [11:06:28.242] [bbotk] 0 0.13 7561fa85-27aa-4584-aff5-66c7cd17b11b
## INFO [11:06:28.245] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:28.257] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:28.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:28.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:28.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:28.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:28.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:28.503] [mlr3] Finished benchmark
## INFO [11:06:28.519] [bbotk] Result of batch 683:
## INFO [11:06:28.520] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:28.520] [bbotk] 1 281 TRUE gini 0.5962717 0.6823995 0
## INFO [11:06:28.520] [bbotk] errors runtime_learners uhash
## INFO [11:06:28.520] [bbotk] 0 0.221 03c28d33-565b-4f11-bcbb-236ce4465031
## INFO [11:06:28.522] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:28.531] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:28.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:28.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:28.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:28.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:28.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:28.914] [mlr3] Finished benchmark
## INFO [11:06:28.930] [bbotk] Result of batch 684:
## INFO [11:06:28.931] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:28.931] [bbotk] 4 231 FALSE gini 0.8508119 0.7297733 0
## INFO [11:06:28.931] [bbotk] errors runtime_learners uhash
## INFO [11:06:28.931] [bbotk] 0 0.359 a72fefa5-e5b2-4c6a-81cc-61a3de8e159e
## INFO [11:06:28.934] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:28.950] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:28.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:29.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:29.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:29.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:29.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:29.335] [mlr3] Finished benchmark
## INFO [11:06:29.352] [bbotk] Result of batch 685:
## INFO [11:06:29.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:29.352] [bbotk] 1 62 FALSE gini 0.5992449 0.716748 0
## INFO [11:06:29.352] [bbotk] errors runtime_learners uhash
## INFO [11:06:29.352] [bbotk] 0 0.357 20b7f895-e5d3-455a-9eee-d721b2f98b99
## INFO [11:06:29.355] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:29.364] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:29.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:29.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:29.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:29.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:29.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:29.653] [mlr3] Finished benchmark
## INFO [11:06:29.669] [bbotk] Result of batch 686:
## INFO [11:06:29.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:29.670] [bbotk] 5 217 FALSE gini 0.4279387 0.6931331 0
## INFO [11:06:29.670] [bbotk] errors runtime_learners uhash
## INFO [11:06:29.670] [bbotk] 0 0.264 968961b8-b3d2-4908-8a13-633ed375bff4
## INFO [11:06:29.672] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:29.681] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:29.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:29.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:29.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:29.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:29.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:29.847] [mlr3] Finished benchmark
## INFO [11:06:29.863] [bbotk] Result of batch 687:
## INFO [11:06:29.864] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:29.864] [bbotk] 5 350 TRUE extratrees 0.1398647 0.6 0
## INFO [11:06:29.864] [bbotk] errors runtime_learners uhash
## INFO [11:06:29.864] [bbotk] 0 0.141 048fb353-8180-4f8b-a13a-b1bd8636b7f0
## INFO [11:06:29.866] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:29.875] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:29.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:29.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:29.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:29.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:29.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:30.028] [mlr3] Finished benchmark
## INFO [11:06:30.045] [bbotk] Result of batch 688:
## INFO [11:06:30.046] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:30.046] [bbotk] 2 314 TRUE gini 0.2185801 0.6 0
## INFO [11:06:30.046] [bbotk] errors runtime_learners uhash
## INFO [11:06:30.046] [bbotk] 0 0.129 a931d690-9d30-4543-95e3-121c81c403c1
## INFO [11:06:30.048] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:30.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:30.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:30.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:30.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:30.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:30.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:30.276] [mlr3] Finished benchmark
## INFO [11:06:30.292] [bbotk] Result of batch 689:
## INFO [11:06:30.293] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:30.293] [bbotk] 1 382 FALSE extratrees 0.4762145 0.7282871 0
## INFO [11:06:30.293] [bbotk] errors runtime_learners uhash
## INFO [11:06:30.293] [bbotk] 0 0.19 fd6541ea-e311-49c2-8460-37fb7904bdf0
## INFO [11:06:30.295] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:30.304] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:30.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:30.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:30.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:30.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:30.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:30.530] [mlr3] Finished benchmark
## INFO [11:06:30.547] [bbotk] Result of batch 690:
## INFO [11:06:30.548] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:30.548] [bbotk] 5 418 FALSE gini 0.7076853 0.6650835 0
## INFO [11:06:30.548] [bbotk] errors runtime_learners uhash
## INFO [11:06:30.548] [bbotk] 0 0.202 1ebb04a7-bdbf-49e7-aadb-f15b585cd194
## INFO [11:06:30.550] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:30.559] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:30.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:30.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:30.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:30.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:30.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:30.915] [mlr3] Finished benchmark
## INFO [11:06:30.932] [bbotk] Result of batch 691:
## INFO [11:06:30.932] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:30.932] [bbotk] 2 104 FALSE extratrees 0.4520629 0.692185 0
## INFO [11:06:30.932] [bbotk] errors runtime_learners uhash
## INFO [11:06:30.932] [bbotk] 0 0.328 db791501-2ea1-4041-b364-6f89c96e1d00
## INFO [11:06:30.935] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:30.944] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:30.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:30.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:31.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:31.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:31.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:31.153] [mlr3] Finished benchmark
## INFO [11:06:31.169] [bbotk] Result of batch 692:
## INFO [11:06:31.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:31.170] [bbotk] 2 334 TRUE gini 0.557368 0.6593923 0
## INFO [11:06:31.170] [bbotk] errors runtime_learners uhash
## INFO [11:06:31.170] [bbotk] 0 0.182 6ca7d8a4-f3b5-4362-a676-b534d1c24299
## INFO [11:06:31.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:31.181] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:31.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:31.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:31.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:31.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:31.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:31.553] [mlr3] Finished benchmark
## INFO [11:06:31.572] [bbotk] Result of batch 693:
## INFO [11:06:31.573] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:31.573] [bbotk] 2 217 TRUE gini 0.8986204 0.7014522 0
## INFO [11:06:31.573] [bbotk] errors runtime_learners uhash
## INFO [11:06:31.573] [bbotk] 0 0.34 9c1397b9-c4a2-42d2-a83f-f2b13396af6d
## INFO [11:06:31.575] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:31.584] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:31.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:31.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:31.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:31.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:31.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:31.737] [mlr3] Finished benchmark
## INFO [11:06:31.753] [bbotk] Result of batch 694:
## INFO [11:06:31.754] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:31.754] [bbotk] 5 249 TRUE extratrees 0.2831069 0.6 0
## INFO [11:06:31.754] [bbotk] errors runtime_learners uhash
## INFO [11:06:31.754] [bbotk] 0 0.13 2ca40941-e064-4e28-97df-23455a5c254e
## INFO [11:06:31.757] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:31.766] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:31.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:31.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:31.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:31.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:32.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:32.081] [mlr3] Finished benchmark
## INFO [11:06:32.106] [bbotk] Result of batch 695:
## INFO [11:06:32.107] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:32.107] [bbotk] 2 189 FALSE gini 0.6274095 0.701182 0
## INFO [11:06:32.107] [bbotk] errors runtime_learners uhash
## INFO [11:06:32.107] [bbotk] 0 0.289 8e3fa449-726b-4123-a81b-0f6d871388d9
## INFO [11:06:32.110] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:32.118] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:32.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:32.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:32.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:32.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:32.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:32.301] [mlr3] Finished benchmark
## INFO [11:06:32.317] [bbotk] Result of batch 696:
## INFO [11:06:32.318] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:32.318] [bbotk] 3 426 FALSE gini 0.1137258 0.6 0
## INFO [11:06:32.318] [bbotk] errors runtime_learners uhash
## INFO [11:06:32.318] [bbotk] 0 0.159 c956345b-ccd1-4e2f-8883-cf0b71b50208
## INFO [11:06:32.320] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:32.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:32.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:32.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:32.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:32.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:32.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:32.692] [mlr3] Finished benchmark
## INFO [11:06:32.715] [bbotk] Result of batch 697:
## INFO [11:06:32.716] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:32.716] [bbotk] 2 116 TRUE gini 0.6269792 0.7046069 0
## INFO [11:06:32.716] [bbotk] errors runtime_learners uhash
## INFO [11:06:32.716] [bbotk] 0 0.338 03656d66-4b92-4512-9466-f760f0149434
## INFO [11:06:32.720] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:32.730] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:32.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:32.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:32.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:32.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:32.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:32.927] [mlr3] Finished benchmark
## INFO [11:06:32.943] [bbotk] Result of batch 698:
## INFO [11:06:32.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:32.944] [bbotk] 2 262 TRUE extratrees 0.3444033 0.7184959 0
## INFO [11:06:32.944] [bbotk] errors runtime_learners uhash
## INFO [11:06:32.944] [bbotk] 0 0.169 38c4d073-b032-465a-ab84-a4a5fc9671de
## INFO [11:06:32.946] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:32.955] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:32.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:32.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:33.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:33.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:33.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:33.110] [mlr3] Finished benchmark
## INFO [11:06:33.127] [bbotk] Result of batch 699:
## INFO [11:06:33.127] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:33.127] [bbotk] 4 362 TRUE gini 0.1705733 0.6 0
## INFO [11:06:33.127] [bbotk] errors runtime_learners uhash
## INFO [11:06:33.127] [bbotk] 0 0.13 b6104b01-4109-4932-b449-c56a4c188d4d
## INFO [11:06:33.130] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:33.149] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:33.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:33.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:33.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:33.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:33.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:33.306] [mlr3] Finished benchmark
## INFO [11:06:33.323] [bbotk] Result of batch 700:
## INFO [11:06:33.323] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:33.323] [bbotk] 5 486 FALSE gini 0.5278156 0.6 0
## INFO [11:06:33.323] [bbotk] errors runtime_learners uhash
## INFO [11:06:33.323] [bbotk] 0 0.132 20ed219d-decf-405e-aa00-8c3d19934234
## INFO [11:06:33.326] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:33.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:33.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:33.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:33.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:33.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:33.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:33.887] [mlr3] Finished benchmark
## INFO [11:06:33.904] [bbotk] Result of batch 701:
## INFO [11:06:33.905] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:33.905] [bbotk] 5 187 TRUE extratrees 0.9340677 0.6861939 0
## INFO [11:06:33.905] [bbotk] errors runtime_learners uhash
## INFO [11:06:33.905] [bbotk] 0 0.53 c8174561-73a7-4aec-8754-c60977ba6826
## INFO [11:06:33.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:33.926] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:33.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:33.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:34.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:34.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:34.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:34.221] [mlr3] Finished benchmark
## INFO [11:06:34.238] [bbotk] Result of batch 702:
## INFO [11:06:34.239] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:34.239] [bbotk] 1 492 TRUE extratrees 0.9495473 0.7383831 0
## INFO [11:06:34.239] [bbotk] errors runtime_learners uhash
## INFO [11:06:34.239] [bbotk] 0 0.268 906144da-c198-45d2-bfd9-89f9f9cde639
## INFO [11:06:34.241] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:34.250] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:34.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:34.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:34.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:34.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:34.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:34.539] [mlr3] Finished benchmark
## INFO [11:06:34.555] [bbotk] Result of batch 703:
## INFO [11:06:34.556] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:34.556] [bbotk] 3 62 FALSE extratrees 0.1698578 0.7136039 0
## INFO [11:06:34.556] [bbotk] errors runtime_learners uhash
## INFO [11:06:34.556] [bbotk] 0 0.259 144c3e84-d044-4291-bcfb-362b41661642
## INFO [11:06:34.559] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:34.576] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:34.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:34.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:34.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:34.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:34.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:34.786] [mlr3] Finished benchmark
## INFO [11:06:34.802] [bbotk] Result of batch 704:
## INFO [11:06:34.803] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:34.803] [bbotk] 3 479 TRUE gini 0.58594 0.6534047 0
## INFO [11:06:34.803] [bbotk] errors runtime_learners uhash
## INFO [11:06:34.803] [bbotk] 0 0.184 f3bf63fa-2588-467d-aac1-a1657fc56043
## INFO [11:06:34.805] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:34.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:34.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:34.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:34.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:35.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:35.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:35.182] [mlr3] Finished benchmark
## INFO [11:06:35.199] [bbotk] Result of batch 705:
## INFO [11:06:35.199] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:35.199] [bbotk] 2 106 TRUE gini 0.6043047 0.7127529 0
## INFO [11:06:35.199] [bbotk] errors runtime_learners uhash
## INFO [11:06:35.199] [bbotk] 0 0.342 e12ad8dd-6532-4a2d-9e21-746644068d0f
## INFO [11:06:35.202] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:35.218] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:35.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:35.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:35.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:35.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:35.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:35.459] [mlr3] Finished benchmark
## INFO [11:06:35.475] [bbotk] Result of batch 706:
## INFO [11:06:35.476] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:35.476] [bbotk] 4 493 TRUE gini 0.8307143 0.6650835 0
## INFO [11:06:35.476] [bbotk] errors runtime_learners uhash
## INFO [11:06:35.476] [bbotk] 0 0.215 26b12931-a4b6-4dcc-8a26-e3e1f71f23aa
## INFO [11:06:35.479] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:35.488] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:35.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:35.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:35.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:35.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:35.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:35.723] [mlr3] Finished benchmark
## INFO [11:06:35.740] [bbotk] Result of batch 707:
## INFO [11:06:35.741] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:35.741] [bbotk] 3 288 TRUE extratrees 0.4552619 0.7252826 0
## INFO [11:06:35.741] [bbotk] errors runtime_learners uhash
## INFO [11:06:35.741] [bbotk] 0 0.207 ae45da85-63cd-4d57-862d-c42da1d08601
## INFO [11:06:35.743] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:35.752] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:35.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:35.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:35.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:35.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:35.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:35.921] [mlr3] Finished benchmark
## INFO [11:06:35.937] [bbotk] Result of batch 708:
## INFO [11:06:35.938] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:35.938] [bbotk] 4 246 TRUE gini 0.1310355 0.6 0
## INFO [11:06:35.938] [bbotk] errors runtime_learners uhash
## INFO [11:06:35.938] [bbotk] 0 0.134 68d5eca8-7760-4841-9dc0-caa95b33ebaf
## INFO [11:06:35.940] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:35.949] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:35.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:36.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:36.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:36.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:36.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:36.204] [mlr3] Finished benchmark
## INFO [11:06:36.221] [bbotk] Result of batch 709:
## INFO [11:06:36.222] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:36.222] [bbotk] 4 491 TRUE extratrees 0.7174521 0.7272057 0
## INFO [11:06:36.222] [bbotk] errors runtime_learners uhash
## INFO [11:06:36.222] [bbotk] 0 0.229 171f1aea-cb7e-464f-a04f-5d21db768679
## INFO [11:06:36.224] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:36.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:36.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:36.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:36.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:36.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:36.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:36.620] [mlr3] Finished benchmark
## INFO [11:06:36.637] [bbotk] Result of batch 710:
## INFO [11:06:36.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:36.638] [bbotk] 1 83 TRUE gini 0.7178017 0.7106895 0
## INFO [11:06:36.638] [bbotk] errors runtime_learners uhash
## INFO [11:06:36.638] [bbotk] 0 0.359 882e1811-82b5-4c92-b2d1-751cb5688903
## INFO [11:06:36.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:36.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:36.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:36.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:36.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:36.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:36.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:36.891] [mlr3] Finished benchmark
## INFO [11:06:36.908] [bbotk] Result of batch 711:
## INFO [11:06:36.909] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:36.909] [bbotk] 2 322 FALSE gini 0.5874929 0.6839333 0
## INFO [11:06:36.909] [bbotk] errors runtime_learners uhash
## INFO [11:06:36.909] [bbotk] 0 0.217 2127772a-259b-45f7-b5f3-dca097f4421e
## INFO [11:06:36.911] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:36.920] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:36.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:37.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:37.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:37.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:37.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:37.413] [mlr3] Finished benchmark
## INFO [11:06:37.429] [bbotk] Result of batch 712:
## INFO [11:06:37.430] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:37.430] [bbotk] 2 27 TRUE extratrees 0.3905522 0.6880475 0
## INFO [11:06:37.430] [bbotk] errors runtime_learners uhash
## INFO [11:06:37.430] [bbotk] 0 0.421 99a05417-9a2f-43c6-9031-5155262253b1
## INFO [11:06:37.432] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:37.441] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:37.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:37.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:37.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:37.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:37.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:37.978] [mlr3] Finished benchmark
## INFO [11:06:37.996] [bbotk] Result of batch 713:
## INFO [11:06:37.996] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:37.996] [bbotk] 5 181 FALSE extratrees 0.9570564 0.6843921 0
## INFO [11:06:37.996] [bbotk] errors runtime_learners uhash
## INFO [11:06:37.996] [bbotk] 0 0.511 ad66cff9-d168-4f9d-a5a8-7c20e99eba52
## INFO [11:06:37.999] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:38.008] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:38.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:38.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:38.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:38.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:38.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:38.343] [mlr3] Finished benchmark
## INFO [11:06:38.359] [bbotk] Result of batch 714:
## INFO [11:06:38.360] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:38.360] [bbotk] 2 144 TRUE extratrees 0.4827889 0.703049 0
## INFO [11:06:38.360] [bbotk] errors runtime_learners uhash
## INFO [11:06:38.360] [bbotk] 0 0.298 1206e119-eae5-46d1-9776-0a94e3a6e9dd
## INFO [11:06:38.362] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:38.371] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:38.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:38.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:38.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:38.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:38.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:38.616] [mlr3] Finished benchmark
## INFO [11:06:38.633] [bbotk] Result of batch 715:
## INFO [11:06:38.633] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:38.633] [bbotk] 5 451 FALSE gini 0.8023156 0.6703124 0
## INFO [11:06:38.633] [bbotk] errors runtime_learners uhash
## INFO [11:06:38.633] [bbotk] 0 0.219 9bd0cac3-91dc-4996-bbc0-b8fdb889d4c0
## INFO [11:06:38.636] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:38.645] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:38.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:38.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:38.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:38.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:38.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:39.081] [mlr3] Finished benchmark
## INFO [11:06:39.100] [bbotk] Result of batch 716:
## INFO [11:06:39.101] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:39.101] [bbotk] 2 112 FALSE extratrees 0.7781279 0.6825208 0
## INFO [11:06:39.101] [bbotk] errors runtime_learners uhash
## INFO [11:06:39.101] [bbotk] 0 0.407 41608caa-533b-459d-8ad3-bbb5a5aca9c6
## INFO [11:06:39.103] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:39.112] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:39.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:39.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:39.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:39.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:39.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:39.402] [mlr3] Finished benchmark
## INFO [11:06:39.419] [bbotk] Result of batch 717:
## INFO [11:06:39.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:39.420] [bbotk] 2 273 TRUE gini 0.6808937 0.6973897 0
## INFO [11:06:39.420] [bbotk] errors runtime_learners uhash
## INFO [11:06:39.420] [bbotk] 0 0.263 90331b5c-dbb7-48fe-ab91-725dba2596f6
## INFO [11:06:39.422] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:39.432] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:39.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:39.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:39.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:39.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:39.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:39.585] [mlr3] Finished benchmark
## INFO [11:06:39.611] [bbotk] Result of batch 718:
## INFO [11:06:39.612] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:39.612] [bbotk] 1 313 TRUE extratrees 0.3057174 0.4 0
## INFO [11:06:39.612] [bbotk] errors runtime_learners uhash
## INFO [11:06:39.612] [bbotk] 0 0.127 70468cbc-86d7-4f70-b28f-4a452dd67cad
## INFO [11:06:39.616] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:39.629] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:39.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:39.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:39.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:39.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:39.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:40.038] [mlr3] Finished benchmark
## INFO [11:06:40.055] [bbotk] Result of batch 719:
## INFO [11:06:40.055] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:40.055] [bbotk] 3 150 FALSE gini 0.7589457 0.7122396 0
## INFO [11:06:40.055] [bbotk] errors runtime_learners uhash
## INFO [11:06:40.055] [bbotk] 0 0.386 a32bab7d-b80a-49e3-97d5-f6082a784189
## INFO [11:06:40.058] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:40.067] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:40.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:40.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:40.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:40.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:40.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:40.560] [mlr3] Finished benchmark
## INFO [11:06:40.576] [bbotk] Result of batch 720:
## INFO [11:06:40.577] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:40.577] [bbotk] 3 58 TRUE gini 0.6611657 0.7370862 0
## INFO [11:06:40.577] [bbotk] errors runtime_learners uhash
## INFO [11:06:40.577] [bbotk] 0 0.467 e4b6d93e-ae8d-458f-9e64-e6d7b3ddd9ec
## INFO [11:06:40.579] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:40.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:40.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:40.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:40.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:40.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:40.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:40.784] [mlr3] Finished benchmark
## INFO [11:06:40.801] [bbotk] Result of batch 721:
## INFO [11:06:40.802] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:40.802] [bbotk] 3 493 FALSE extratrees 0.1890199 0.6 0
## INFO [11:06:40.802] [bbotk] errors runtime_learners uhash
## INFO [11:06:40.802] [bbotk] 0 0.153 d16e29a3-a435-4f73-9ccc-4d7a921d199d
## INFO [11:06:40.804] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:40.813] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:40.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:40.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:40.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:40.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:40.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:40.988] [mlr3] Finished benchmark
## INFO [11:06:41.005] [bbotk] Result of batch 722:
## INFO [11:06:41.006] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:41.006] [bbotk] 4 277 FALSE extratrees 0.2398035 0.4 0
## INFO [11:06:41.006] [bbotk] errors runtime_learners uhash
## INFO [11:06:41.006] [bbotk] 0 0.15 4b29060d-5254-499a-8d3a-2f9d137dce8a
## INFO [11:06:41.008] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:41.017] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:41.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:41.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:41.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:41.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:41.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:41.189] [mlr3] Finished benchmark
## INFO [11:06:41.205] [bbotk] Result of batch 723:
## INFO [11:06:41.206] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:41.206] [bbotk] 1 398 TRUE gini 0.1051134 0.6 0
## INFO [11:06:41.206] [bbotk] errors runtime_learners uhash
## INFO [11:06:41.206] [bbotk] 0 0.136 5e3e8cc8-6320-4993-a133-2b04986152f0
## INFO [11:06:41.208] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:41.217] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:41.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:41.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:41.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:41.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:41.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:41.575] [mlr3] Finished benchmark
## INFO [11:06:41.591] [bbotk] Result of batch 724:
## INFO [11:06:41.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:41.592] [bbotk] 3 78 FALSE gini 0.3286972 0.7008686 0
## INFO [11:06:41.592] [bbotk] errors runtime_learners uhash
## INFO [11:06:41.592] [bbotk] 0 0.331 e30daf7d-594a-4c96-99c7-7a42ca575d23
## INFO [11:06:41.594] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:41.603] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:41.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:41.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:41.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:41.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:41.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:41.805] [mlr3] Finished benchmark
## INFO [11:06:41.822] [bbotk] Result of batch 725:
## INFO [11:06:41.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:41.823] [bbotk] 1 465 FALSE gini 0.1281798 0.4 0
## INFO [11:06:41.823] [bbotk] errors runtime_learners uhash
## INFO [11:06:41.823] [bbotk] 0 0.169 c2e71560-644c-4b02-ae3b-d080be45a19e
## INFO [11:06:41.825] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:41.834] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:41.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:41.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:41.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:41.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:42.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:42.106] [mlr3] Finished benchmark
## INFO [11:06:42.123] [bbotk] Result of batch 726:
## INFO [11:06:42.124] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:42.124] [bbotk] 3 245 FALSE gini 0.4808547 0.693282 0
## INFO [11:06:42.124] [bbotk] errors runtime_learners uhash
## INFO [11:06:42.124] [bbotk] 0 0.245 eda72e81-8f46-498b-9144-7349ed07d4d3
## INFO [11:06:42.126] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:42.135] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:42.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:42.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:42.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:42.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:42.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:42.780] [mlr3] Finished benchmark
## INFO [11:06:42.802] [bbotk] Result of batch 727:
## INFO [11:06:42.802] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:42.802] [bbotk] 4 64 TRUE gini 0.9302542 0.7462675 0
## INFO [11:06:42.802] [bbotk] errors runtime_learners uhash
## INFO [11:06:42.802] [bbotk] 0 0.612 7c6c3759-5f9f-4853-958a-06a0e49c874b
## INFO [11:06:42.805] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:42.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:42.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:42.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:43.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:43.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:43.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:43.284] [mlr3] Finished benchmark
## INFO [11:06:43.301] [bbotk] Result of batch 728:
## INFO [11:06:43.302] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:43.302] [bbotk] 5 133 TRUE gini 0.6506521 0.7144463 0
## INFO [11:06:43.302] [bbotk] errors runtime_learners uhash
## INFO [11:06:43.302] [bbotk] 0 0.444 a0298a8d-e55c-42ce-803d-8c85588830a1
## INFO [11:06:43.304] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:43.313] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:43.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:43.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:43.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:43.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:43.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:43.593] [mlr3] Finished benchmark
## INFO [11:06:43.622] [bbotk] Result of batch 729:
## INFO [11:06:43.623] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:43.623] [bbotk] 1 345 TRUE extratrees 0.6841305 0.7403062 0
## INFO [11:06:43.623] [bbotk] errors runtime_learners uhash
## INFO [11:06:43.623] [bbotk] 0 0.254 a66d7066-0e67-4324-a59d-5741d122e4cf
## INFO [11:06:43.627] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:43.638] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:43.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:43.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:43.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:43.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:43.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:43.951] [mlr3] Finished benchmark
## INFO [11:06:43.967] [bbotk] Result of batch 730:
## INFO [11:06:43.968] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:43.968] [bbotk] 2 182 FALSE extratrees 0.5508429 0.7099308 0
## INFO [11:06:43.968] [bbotk] errors runtime_learners uhash
## INFO [11:06:43.968] [bbotk] 0 0.288 790b41bc-f212-4983-a897-ce3bf8df0e56
## INFO [11:06:43.970] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:43.980] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:43.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:44.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:44.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:44.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:44.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:44.215] [mlr3] Finished benchmark
## INFO [11:06:44.232] [bbotk] Result of batch 731:
## INFO [11:06:44.233] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:44.233] [bbotk] 5 277 FALSE gini 0.3282212 0.6593143 0
## INFO [11:06:44.233] [bbotk] errors runtime_learners uhash
## INFO [11:06:44.233] [bbotk] 0 0.211 31f94be9-865b-41bf-b5da-b33331059499
## INFO [11:06:44.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:44.258] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:44.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:44.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:44.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:44.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:44.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:44.442] [mlr3] Finished benchmark
## INFO [11:06:44.458] [bbotk] Result of batch 732:
## INFO [11:06:44.459] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:44.459] [bbotk] 3 258 FALSE extratrees 0.1380581 0.4 0
## INFO [11:06:44.459] [bbotk] errors runtime_learners uhash
## INFO [11:06:44.459] [bbotk] 0 0.156 b8fbf24b-41a6-4df8-a596-549a80e3c044
## INFO [11:06:44.461] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:44.470] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:44.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:44.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:44.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:44.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:44.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:44.624] [mlr3] Finished benchmark
## INFO [11:06:44.641] [bbotk] Result of batch 733:
## INFO [11:06:44.642] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:44.642] [bbotk] 5 319 TRUE extratrees 0.1543401 0.6 0
## INFO [11:06:44.642] [bbotk] errors runtime_learners uhash
## INFO [11:06:44.642] [bbotk] 0 0.129 650f6f02-d75e-4a56-9b14-6d84b144ce56
## INFO [11:06:44.644] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:44.653] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:44.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:44.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:44.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:44.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:44.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:44.906] [mlr3] Finished benchmark
## INFO [11:06:44.922] [bbotk] Result of batch 734:
## INFO [11:06:44.923] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:44.923] [bbotk] 5 204 FALSE gini 0.2993353 0.6593143 0
## INFO [11:06:44.923] [bbotk] errors runtime_learners uhash
## INFO [11:06:44.923] [bbotk] 0 0.217 c289f22b-48f0-4fab-a435-922002186d69
## INFO [11:06:44.925] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:44.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:44.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:45.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:45.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:45.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:45.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:45.254] [mlr3] Finished benchmark
## INFO [11:06:45.270] [bbotk] Result of batch 735:
## INFO [11:06:45.271] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:45.271] [bbotk] 4 43 FALSE gini 0.1428576 0.7066569 0
## INFO [11:06:45.271] [bbotk] errors runtime_learners uhash
## INFO [11:06:45.271] [bbotk] 0 0.295 6a0b7e44-436e-4b01-90ce-c698bc94766b
## INFO [11:06:45.273] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:45.282] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:45.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:45.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:45.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:45.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:45.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:45.603] [mlr3] Finished benchmark
## INFO [11:06:45.620] [bbotk] Result of batch 736:
## INFO [11:06:45.620] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:45.620] [bbotk] 3 209 FALSE extratrees 0.5347352 0.719295 0
## INFO [11:06:45.620] [bbotk] errors runtime_learners uhash
## INFO [11:06:45.620] [bbotk] 0 0.29 e11b2fa8-8e0e-4dd0-9e05-fafb74d702b9
## INFO [11:06:45.623] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:45.632] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:45.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:45.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:45.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:45.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:45.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:45.783] [mlr3] Finished benchmark
## INFO [11:06:45.799] [bbotk] Result of batch 737:
## INFO [11:06:45.800] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:45.800] [bbotk] 1 267 TRUE extratrees 0.2706993 0.6 0
## INFO [11:06:45.800] [bbotk] errors runtime_learners uhash
## INFO [11:06:45.800] [bbotk] 0 0.127 9aafa9f3-95af-44ff-9140-48da0cdd2b25
## INFO [11:06:45.802] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:45.811] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:45.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:45.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:45.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:46.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:46.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:46.190] [mlr3] Finished benchmark
## INFO [11:06:46.207] [bbotk] Result of batch 738:
## INFO [11:06:46.207] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:46.207] [bbotk] 2 307 TRUE extratrees 0.958379 0.711951 0
## INFO [11:06:46.207] [bbotk] errors runtime_learners uhash
## INFO [11:06:46.207] [bbotk] 0 0.343 dcb8ff18-da11-4048-aaf0-95c91c6fc05e
## INFO [11:06:46.210] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:46.219] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:46.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:46.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:46.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:46.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:46.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:46.573] [mlr3] Finished benchmark
## INFO [11:06:46.590] [bbotk] Result of batch 739:
## INFO [11:06:46.591] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:46.591] [bbotk] 3 107 FALSE extratrees 0.4472494 0.6918177 0
## INFO [11:06:46.591] [bbotk] errors runtime_learners uhash
## INFO [11:06:46.591] [bbotk] 0 0.326 c6976ecb-0af3-4432-9cfa-995a14ac1d23
## INFO [11:06:46.593] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:46.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:46.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:46.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:46.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:46.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:46.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:46.910] [mlr3] Finished benchmark
## INFO [11:06:46.927] [bbotk] Result of batch 740:
## INFO [11:06:46.928] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:46.928] [bbotk] 1 115 TRUE gini 0.4605119 0.6937521 0
## INFO [11:06:46.928] [bbotk] errors runtime_learners uhash
## INFO [11:06:46.928] [bbotk] 0 0.271 6b46c931-f28d-4989-9b5b-a25fac5b19f2
## INFO [11:06:46.930] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:46.939] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:46.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:46.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:47.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:47.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:47.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:47.151] [mlr3] Finished benchmark
## INFO [11:06:47.168] [bbotk] Result of batch 741:
## INFO [11:06:47.169] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:47.169] [bbotk] 1 358 FALSE gini 0.6017145 0.6647814 0
## INFO [11:06:47.169] [bbotk] errors runtime_learners uhash
## INFO [11:06:47.169] [bbotk] 0 0.185 a7adf05e-cece-48c8-9cd1-4cb521d6f403
## INFO [11:06:47.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:47.180] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:47.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:47.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:47.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:47.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:47.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:47.348] [mlr3] Finished benchmark
## INFO [11:06:47.368] [bbotk] Result of batch 742:
## INFO [11:06:47.369] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:47.369] [bbotk] 3 203 TRUE extratrees 0.1995157 0.6 0
## INFO [11:06:47.369] [bbotk] errors runtime_learners uhash
## INFO [11:06:47.369] [bbotk] 0 0.133 55205f6c-586a-4a7c-bd99-ef36134ca494
## INFO [11:06:47.371] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:47.380] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:47.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:47.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:47.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:47.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:47.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:47.804] [mlr3] Finished benchmark
## INFO [11:06:47.821] [bbotk] Result of batch 743:
## INFO [11:06:47.822] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:47.822] [bbotk] 4 163 FALSE gini 0.6768298 0.7189483 0
## INFO [11:06:47.822] [bbotk] errors runtime_learners uhash
## INFO [11:06:47.822] [bbotk] 0 0.397 ed8abe97-0915-4566-bae2-5025a4b37e31
## INFO [11:06:47.824] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:47.833] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:47.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:47.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:47.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:48.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:48.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:48.131] [mlr3] Finished benchmark
## INFO [11:06:48.154] [bbotk] Result of batch 744:
## INFO [11:06:48.154] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:48.154] [bbotk] 2 121 FALSE gini 0.3270158 0.6953695 0
## INFO [11:06:48.154] [bbotk] errors runtime_learners uhash
## INFO [11:06:48.154] [bbotk] 0 0.271 feef5942-96d8-40d0-bf7a-0a8eda7ef61d
## INFO [11:06:48.157] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:48.166] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:48.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:48.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:48.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:48.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:48.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:48.781] [mlr3] Finished benchmark
## INFO [11:06:48.798] [bbotk] Result of batch 745:
## INFO [11:06:48.798] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:48.798] [bbotk] 5 129 FALSE extratrees 0.9929284 0.6819351 0
## INFO [11:06:48.798] [bbotk] errors runtime_learners uhash
## INFO [11:06:48.798] [bbotk] 0 0.591 7227269c-b0af-4bb0-89fe-f917d26c3b87
## INFO [11:06:48.801] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:48.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:48.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:48.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:48.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:49.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:49.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:49.244] [mlr3] Finished benchmark
## INFO [11:06:49.265] [bbotk] Result of batch 746:
## INFO [11:06:49.266] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:49.266] [bbotk] 2 130 TRUE gini 0.9413809 0.714676 0
## INFO [11:06:49.266] [bbotk] errors runtime_learners uhash
## INFO [11:06:49.266] [bbotk] 0 0.399 92272849-9ac5-4fe7-b161-1423280cbe63
## INFO [11:06:49.268] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:49.277] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:49.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:49.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:49.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:49.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:49.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:49.540] [mlr3] Finished benchmark
## INFO [11:06:49.557] [bbotk] Result of batch 747:
## INFO [11:06:49.558] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:49.558] [bbotk] 1 256 TRUE gini 0.6647949 0.6842687 0
## INFO [11:06:49.558] [bbotk] errors runtime_learners uhash
## INFO [11:06:49.558] [bbotk] 0 0.24 935bd685-4165-4cd7-a4ae-c3c957e536df
## INFO [11:06:49.560] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:49.570] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:49.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:49.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:49.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:49.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:49.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:49.761] [mlr3] Finished benchmark
## INFO [11:06:49.784] [bbotk] Result of batch 748:
## INFO [11:06:49.785] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:49.785] [bbotk] 1 475 FALSE gini 0.1034971 0.4 0
## INFO [11:06:49.785] [bbotk] errors runtime_learners uhash
## INFO [11:06:49.785] [bbotk] 0 0.162 2b29b088-ee53-42e5-b32e-c59e3e641d48
## INFO [11:06:49.787] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:49.796] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:49.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:49.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:49.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:50.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:50.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:50.213] [mlr3] Finished benchmark
## INFO [11:06:50.230] [bbotk] Result of batch 749:
## INFO [11:06:50.231] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:50.231] [bbotk] 3 149 TRUE extratrees 0.7274269 0.6903832 0
## INFO [11:06:50.231] [bbotk] errors runtime_learners uhash
## INFO [11:06:50.231] [bbotk] 0 0.391 c9bc9e04-ec39-496c-8ddb-6b8520880dd6
## INFO [11:06:50.233] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:50.242] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:50.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:50.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:50.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:50.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:50.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:50.486] [mlr3] Finished benchmark
## INFO [11:06:50.509] [bbotk] Result of batch 750:
## INFO [11:06:50.510] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:50.510] [bbotk] 5 310 FALSE gini 0.429913 0.6593143 0
## INFO [11:06:50.510] [bbotk] errors runtime_learners uhash
## INFO [11:06:50.510] [bbotk] 0 0.214 c0d15b73-37db-4aca-b415-97c2decd8f42
## INFO [11:06:50.512] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:50.521] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:50.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:50.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:50.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:50.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:50.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:50.786] [mlr3] Finished benchmark
## INFO [11:06:50.803] [bbotk] Result of batch 751:
## INFO [11:06:50.804] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:50.804] [bbotk] 3 497 TRUE gini 0.9297718 0.693282 0
## INFO [11:06:50.804] [bbotk] errors runtime_learners uhash
## INFO [11:06:50.804] [bbotk] 0 0.235 150d1439-7c18-4a25-894e-8f53b6951b69
## INFO [11:06:50.806] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:50.815] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:50.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:50.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:50.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:50.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:51.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:51.104] [mlr3] Finished benchmark
## INFO [11:06:51.126] [bbotk] Result of batch 752:
## INFO [11:06:51.127] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:51.127] [bbotk] 1 235 FALSE extratrees 0.5118828 0.7346582 0
## INFO [11:06:51.127] [bbotk] errors runtime_learners uhash
## INFO [11:06:51.127] [bbotk] 0 0.257 fce994f2-355a-40f5-a035-40af3ddc8915
## INFO [11:06:51.129] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:51.139] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:51.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:51.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:51.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:51.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:51.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:51.555] [mlr3] Finished benchmark
## INFO [11:06:51.571] [bbotk] Result of batch 753:
## INFO [11:06:51.572] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:51.572] [bbotk] 2 50 TRUE gini 0.537617 0.7278864 0
## INFO [11:06:51.572] [bbotk] errors runtime_learners uhash
## INFO [11:06:51.572] [bbotk] 0 0.389 486ab153-8d4e-402d-8cca-5bac6bd7f80c
## INFO [11:06:51.575] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:51.584] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:51.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:51.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:51.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:51.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:52.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:52.138] [mlr3] Finished benchmark
## INFO [11:06:52.155] [bbotk] Result of batch 754:
## INFO [11:06:52.156] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:52.156] [bbotk] 3 17 FALSE extratrees 0.3933624 0.7090664 0
## INFO [11:06:52.156] [bbotk] errors runtime_learners uhash
## INFO [11:06:52.156] [bbotk] 0 0.524 be160e57-d8f1-4573-ac86-26620c6b96bf
## INFO [11:06:52.158] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:52.167] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:52.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:52.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:52.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:52.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:52.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:52.466] [mlr3] Finished benchmark
## INFO [11:06:52.482] [bbotk] Result of batch 755:
## INFO [11:06:52.483] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:52.483] [bbotk] 5 449 TRUE extratrees 0.8012811 0.7213394 0
## INFO [11:06:52.483] [bbotk] errors runtime_learners uhash
## INFO [11:06:52.483] [bbotk] 0 0.273 2f7ba530-889e-4965-a689-51ff4008a781
## INFO [11:06:52.485] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:52.494] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:52.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:52.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:52.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:52.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:52.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:52.754] [mlr3] Finished benchmark
## INFO [11:06:52.778] [bbotk] Result of batch 756:
## INFO [11:06:52.779] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:52.779] [bbotk] 1 495 TRUE gini 0.8299459 0.6668016 0
## INFO [11:06:52.779] [bbotk] errors runtime_learners uhash
## INFO [11:06:52.779] [bbotk] 0 0.194 d4b855b5-95ae-4af1-b56a-d44a872c6f86
## INFO [11:06:52.782] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:52.791] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:52.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:52.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:52.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:52.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:52.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:53.044] [mlr3] Finished benchmark
## INFO [11:06:53.061] [bbotk] Result of batch 757:
## INFO [11:06:53.062] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:53.062] [bbotk] 2 368 FALSE extratrees 0.6439552 0.7366331 0
## INFO [11:06:53.062] [bbotk] errors runtime_learners uhash
## INFO [11:06:53.062] [bbotk] 0 0.229 fa63fd02-58ea-4d97-ba86-b142f2a15c69
## INFO [11:06:53.064] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:53.073] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:53.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:53.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:53.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:53.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:53.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:53.294] [mlr3] Finished benchmark
## INFO [11:06:53.333] [bbotk] Result of batch 758:
## INFO [11:06:53.334] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:53.334] [bbotk] 5 318 TRUE gini 0.4732351 0.6593143 0
## INFO [11:06:53.334] [bbotk] errors runtime_learners uhash
## INFO [11:06:53.334] [bbotk] 0 0.195 839989e1-11a0-491a-ae94-db249d98f8a1
## INFO [11:06:53.339] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:53.361] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:53.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:53.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:53.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:53.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:53.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:53.642] [mlr3] Finished benchmark
## INFO [11:06:53.659] [bbotk] Result of batch 759:
## INFO [11:06:53.660] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:53.660] [bbotk] 5 410 TRUE gini 0.7475142 0.6857217 0
## INFO [11:06:53.660] [bbotk] errors runtime_learners uhash
## INFO [11:06:53.660] [bbotk] 0 0.25 25aeb028-3b39-4685-8658-a6c7e238f56a
## INFO [11:06:53.662] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:53.671] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:53.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:53.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:53.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:53.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:53.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:53.867] [mlr3] Finished benchmark
## INFO [11:06:53.884] [bbotk] Result of batch 760:
## INFO [11:06:53.885] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:53.885] [bbotk] 3 315 TRUE gini 0.3741504 0.6534047 0
## INFO [11:06:53.885] [bbotk] errors runtime_learners uhash
## INFO [11:06:53.885] [bbotk] 0 0.17 72ea00f7-5d54-4f08-8493-e96c32dd6d00
## INFO [11:06:53.887] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:53.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:53.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:54.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:54.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:54.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:54.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:54.416] [mlr3] Finished benchmark
## INFO [11:06:54.433] [bbotk] Result of batch 761:
## INFO [11:06:54.433] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:54.433] [bbotk] 2 90 TRUE extratrees 0.8212393 0.6861244 0
## INFO [11:06:54.433] [bbotk] errors runtime_learners uhash
## INFO [11:06:54.433] [bbotk] 0 0.476 93e3f3d1-6dd4-4e55-b708-968f3ca38168
## INFO [11:06:54.436] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:54.445] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:54.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:54.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:54.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:54.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:54.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:54.962] [mlr3] Finished benchmark
## INFO [11:06:54.978] [bbotk] Result of batch 762:
## INFO [11:06:54.979] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:54.979] [bbotk] 1 9 TRUE gini 0.574548 0.7719253 0
## INFO [11:06:54.979] [bbotk] errors runtime_learners uhash
## INFO [11:06:54.979] [bbotk] 0 0.49 d15c2feb-c99c-4503-ba73-d40dd9de8734
## INFO [11:06:54.982] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:55.004] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:55.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:55.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:55.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:55.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:55.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:55.227] [mlr3] Finished benchmark
## INFO [11:06:55.244] [bbotk] Result of batch 763:
## INFO [11:06:55.245] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:55.245] [bbotk] 2 311 TRUE gini 0.5156321 0.6573721 0
## INFO [11:06:55.245] [bbotk] errors runtime_learners uhash
## INFO [11:06:55.245] [bbotk] 0 0.192 0b22675c-24ac-4277-9624-abf71f1c0215
## INFO [11:06:55.247] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:55.256] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:55.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:55.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:55.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:55.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:55.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:55.683] [mlr3] Finished benchmark
## INFO [11:06:55.700] [bbotk] Result of batch 764:
## INFO [11:06:55.701] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:55.701] [bbotk] 1 61 TRUE extratrees 0.6002016 0.684541 0
## INFO [11:06:55.701] [bbotk] errors runtime_learners uhash
## INFO [11:06:55.701] [bbotk] 0 0.4 0ecd6682-8922-4f07-97f9-5a2bf6ce01c3
## INFO [11:06:55.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:55.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:55.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:55.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:55.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:55.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:55.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:55.976] [mlr3] Finished benchmark
## INFO [11:06:55.992] [bbotk] Result of batch 765:
## INFO [11:06:55.993] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:55.993] [bbotk] 4 494 FALSE gini 0.9918995 0.7314539 0
## INFO [11:06:55.993] [bbotk] errors runtime_learners uhash
## INFO [11:06:55.993] [bbotk] 0 0.228 b3f7fb17-1ad0-4074-9fb2-0b071b2c7f13
## INFO [11:06:55.996] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:56.005] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:56.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:56.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:56.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:56.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:56.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:56.770] [mlr3] Finished benchmark
## INFO [11:06:56.787] [bbotk] Result of batch 766:
## INFO [11:06:56.788] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:56.788] [bbotk] 5 12 TRUE extratrees 0.556983 0.7739179 0
## INFO [11:06:56.788] [bbotk] errors runtime_learners uhash
## INFO [11:06:56.788] [bbotk] 0 0.736 71d71055-ee03-47ac-b4c8-99a97b573054
## INFO [11:06:56.790] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:56.799] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:56.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:56.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:57.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:57.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:57.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:57.439] [mlr3] Finished benchmark
## INFO [11:06:57.456] [bbotk] Result of batch 767:
## INFO [11:06:57.457] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:57.457] [bbotk] 3 39 FALSE extratrees 0.7650942 0.7035242 0
## INFO [11:06:57.457] [bbotk] errors runtime_learners uhash
## INFO [11:06:57.457] [bbotk] 0 0.604 178474c8-6314-4423-8829-4f8c98df6a32
## INFO [11:06:57.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:57.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:57.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:57.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:57.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:57.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:57.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:57.704] [mlr3] Finished benchmark
## INFO [11:06:57.721] [bbotk] Result of batch 768:
## INFO [11:06:57.722] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:57.722] [bbotk] 3 258 TRUE extratrees 0.4307882 0.7285621 0
## INFO [11:06:57.722] [bbotk] errors runtime_learners uhash
## INFO [11:06:57.722] [bbotk] 0 0.211 e08e1dbf-7786-4ea8-bef8-1af7344f80a6
## INFO [11:06:57.724] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:57.733] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:57.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:57.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:57.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:57.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:57.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:57.914] [mlr3] Finished benchmark
## INFO [11:06:57.931] [bbotk] Result of batch 769:
## INFO [11:06:57.932] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:57.932] [bbotk] 1 363 TRUE extratrees 0.2214535 0.4 0
## INFO [11:06:57.932] [bbotk] errors runtime_learners uhash
## INFO [11:06:57.932] [bbotk] 0 0.141 c06a2408-1d4f-4be9-acf6-d9c3d3fe2ee1
## INFO [11:06:57.934] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:57.943] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:57.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:58.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:58.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:58.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:58.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:58.309] [mlr3] Finished benchmark
## INFO [11:06:58.326] [bbotk] Result of batch 770:
## INFO [11:06:58.327] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:58.327] [bbotk] 5 207 TRUE gini 0.6240732 0.6989994 0
## INFO [11:06:58.327] [bbotk] errors runtime_learners uhash
## INFO [11:06:58.327] [bbotk] 0 0.342 1e6da519-7f77-470e-9987-73c135113020
## INFO [11:06:58.329] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:58.338] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:58.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:58.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:58.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:58.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:58.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:58.541] [mlr3] Finished benchmark
## INFO [11:06:58.564] [bbotk] Result of batch 771:
## INFO [11:06:58.564] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:58.564] [bbotk] 1 99 FALSE extratrees 0.1099795 0.6 0
## INFO [11:06:58.564] [bbotk] errors runtime_learners uhash
## INFO [11:06:58.564] [bbotk] 0 0.163 240697dc-5908-4609-93bb-fefc119461ee
## INFO [11:06:58.567] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:58.576] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:58.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:58.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:58.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:58.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:58.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:58.794] [mlr3] Finished benchmark
## INFO [11:06:58.810] [bbotk] Result of batch 772:
## INFO [11:06:58.811] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:58.811] [bbotk] 3 127 FALSE gini 0.1608702 0.6572941 0
## INFO [11:06:58.811] [bbotk] errors runtime_learners uhash
## INFO [11:06:58.811] [bbotk] 0 0.192 b3a8b7e4-6d01-4eaf-bdb6-6abb645e2146
## INFO [11:06:58.814] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:58.823] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:58.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:58.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:58.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:59.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:59.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:59.154] [mlr3] Finished benchmark
## INFO [11:06:59.178] [bbotk] Result of batch 773:
## INFO [11:06:59.179] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:59.179] [bbotk] 4 434 FALSE extratrees 0.9995706 0.7234028 0
## INFO [11:06:59.179] [bbotk] errors runtime_learners uhash
## INFO [11:06:59.179] [bbotk] 0 0.303 c9b86e86-6dcc-4fa5-a852-49edc6eb50d0
## INFO [11:06:59.183] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:59.196] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:59.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:59.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:59.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:59.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:59.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:59.495] [mlr3] Finished benchmark
## INFO [11:06:59.512] [bbotk] Result of batch 774:
## INFO [11:06:59.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:59.513] [bbotk] 4 481 FALSE extratrees 0.9998748 0.7268816 0
## INFO [11:06:59.513] [bbotk] errors runtime_learners uhash
## INFO [11:06:59.513] [bbotk] 0 0.274 5c0b24a4-b1e3-47c5-94af-4d44ae290a8f
## INFO [11:06:59.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:59.524] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:59.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:59.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:59.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:59.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:06:59.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:06:59.780] [mlr3] Finished benchmark
## INFO [11:06:59.804] [bbotk] Result of batch 775:
## INFO [11:06:59.805] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:06:59.805] [bbotk] 1 283 TRUE gini 0.6349204 0.6901783 0
## INFO [11:06:59.805] [bbotk] errors runtime_learners uhash
## INFO [11:06:59.805] [bbotk] 0 0.225 73462de1-02c9-4f77-b937-a0c3dc7403b3
## INFO [11:06:59.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:06:59.826] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:06:59.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:06:59.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:06:59.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:06:59.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:00.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:00.108] [mlr3] Finished benchmark
## INFO [11:07:00.125] [bbotk] Result of batch 776:
## INFO [11:07:00.126] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:00.126] [bbotk] 2 402 TRUE gini 0.9136098 0.6972387 0
## INFO [11:07:00.126] [bbotk] errors runtime_learners uhash
## INFO [11:07:00.126] [bbotk] 0 0.256 8d60f5eb-f110-433c-b088-db35c37d8d67
## INFO [11:07:00.128] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:00.137] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:00.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:00.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:00.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:00.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:00.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:00.442] [mlr3] Finished benchmark
## INFO [11:07:00.468] [bbotk] Result of batch 777:
## INFO [11:07:00.470] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:00.470] [bbotk] 1 128 FALSE extratrees 0.3862132 0.7234028 0
## INFO [11:07:00.470] [bbotk] errors runtime_learners uhash
## INFO [11:07:00.470] [bbotk] 0 0.279 9949a0e9-834a-4add-b527-6b2a4a8a7d27
## INFO [11:07:00.473] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:00.490] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:00.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:00.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:00.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:00.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:00.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:00.938] [mlr3] Finished benchmark
## INFO [11:07:00.955] [bbotk] Result of batch 778:
## INFO [11:07:00.956] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:00.956] [bbotk] 2 3 FALSE extratrees 0.1234196 0.7142527 0
## INFO [11:07:00.956] [bbotk] errors runtime_learners uhash
## INFO [11:07:00.956] [bbotk] 0 0.419 369a788d-4ef6-472b-9a1e-e437770dbddb
## INFO [11:07:00.958] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:00.967] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:00.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:01.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:01.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:01.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:01.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:01.397] [mlr3] Finished benchmark
## INFO [11:07:01.421] [bbotk] Result of batch 779:
## INFO [11:07:01.422] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:01.422] [bbotk] 3 152 FALSE gini 0.90866 0.7156425 0
## INFO [11:07:01.422] [bbotk] errors runtime_learners uhash
## INFO [11:07:01.422] [bbotk] 0 0.395 956cdf53-bf49-46f7-86ab-ae9dfdf3eb10
## INFO [11:07:01.425] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:01.443] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:01.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:01.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:01.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:01.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:01.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:01.600] [mlr3] Finished benchmark
## INFO [11:07:01.617] [bbotk] Result of batch 780:
## INFO [11:07:01.618] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:01.618] [bbotk] 4 402 TRUE extratrees 0.1207315 0.4 0
## INFO [11:07:01.618] [bbotk] errors runtime_learners uhash
## INFO [11:07:01.618] [bbotk] 0 0.132 db2bcd89-f55d-4150-b6ca-b8984089bfa9
## INFO [11:07:01.620] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:01.629] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:01.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:01.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:01.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:01.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:02.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:02.144] [mlr3] Finished benchmark
## INFO [11:07:02.173] [bbotk] Result of batch 781:
## INFO [11:07:02.175] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:02.175] [bbotk] 3 118 TRUE extratrees 0.8752098 0.6802822 0
## INFO [11:07:02.175] [bbotk] errors runtime_learners uhash
## INFO [11:07:02.175] [bbotk] 0 0.491 511a874f-8b73-4cc6-bd86-8edafa7c28d8
## INFO [11:07:02.178] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:02.196] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:02.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:02.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:02.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:02.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:02.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:02.612] [mlr3] Finished benchmark
## INFO [11:07:02.629] [bbotk] Result of batch 782:
## INFO [11:07:02.630] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:02.630] [bbotk] 4 137 TRUE gini 0.5965998 0.7045417 0
## INFO [11:07:02.630] [bbotk] errors runtime_learners uhash
## INFO [11:07:02.630] [bbotk] 0 0.387 3d93d8cd-f572-4571-bdd3-783a4f06d528
## INFO [11:07:02.632] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:02.641] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:02.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:02.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:02.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:02.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:02.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:02.793] [mlr3] Finished benchmark
## INFO [11:07:02.819] [bbotk] Result of batch 783:
## INFO [11:07:02.820] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:02.820] [bbotk] 5 346 TRUE extratrees 0.3246168 0.6 0
## INFO [11:07:02.820] [bbotk] errors runtime_learners uhash
## INFO [11:07:02.820] [bbotk] 0 0.128 786c0419-a541-452e-bc29-2f2ac317c976
## INFO [11:07:02.824] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:02.841] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:02.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:02.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:02.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:02.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:02.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:03.001] [mlr3] Finished benchmark
## INFO [11:07:03.018] [bbotk] Result of batch 784:
## INFO [11:07:03.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:03.018] [bbotk] 2 168 TRUE extratrees 0.1802974 0.4 0
## INFO [11:07:03.018] [bbotk] errors runtime_learners uhash
## INFO [11:07:03.018] [bbotk] 0 0.131 cb473efc-5301-4710-8793-da117b748a19
## INFO [11:07:03.021] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:03.030] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:03.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:03.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:03.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:03.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:03.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:03.462] [mlr3] Finished benchmark
## INFO [11:07:03.485] [bbotk] Result of batch 785:
## INFO [11:07:03.486] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:03.486] [bbotk] 5 270 TRUE gini 0.9407426 0.7047899 0
## INFO [11:07:03.486] [bbotk] errors runtime_learners uhash
## INFO [11:07:03.486] [bbotk] 0 0.407 8f73d133-304c-4cb0-9cd8-5701fe43539c
## INFO [11:07:03.490] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:03.507] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:03.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:03.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:03.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:03.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:03.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:04.085] [mlr3] Finished benchmark
## INFO [11:07:04.102] [bbotk] Result of batch 786:
## INFO [11:07:04.103] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:04.103] [bbotk] 3 46 FALSE extratrees 0.7287331 0.6976819 0
## INFO [11:07:04.103] [bbotk] errors runtime_learners uhash
## INFO [11:07:04.103] [bbotk] 0 0.547 a926ddee-8741-4eda-a30d-7268ae3aa475
## INFO [11:07:04.105] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:04.114] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:04.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:04.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:04.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:04.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:04.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:04.271] [mlr3] Finished benchmark
## INFO [11:07:04.327] [bbotk] Result of batch 787:
## INFO [11:07:04.328] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:04.328] [bbotk] 4 269 TRUE extratrees 0.1093281 0.6 0
## INFO [11:07:04.328] [bbotk] errors runtime_learners uhash
## INFO [11:07:04.328] [bbotk] 0 0.134 76f428ae-44ce-43d6-9dda-83598b5b04eb
## INFO [11:07:04.332] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:04.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:04.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:04.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:04.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:04.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:04.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:04.613] [mlr3] Finished benchmark
## INFO [11:07:04.630] [bbotk] Result of batch 788:
## INFO [11:07:04.631] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:04.631] [bbotk] 2 84 FALSE extratrees 0.1696158 0.7304987 0
## INFO [11:07:04.631] [bbotk] errors runtime_learners uhash
## INFO [11:07:04.631] [bbotk] 0 0.234 eb2948e7-4381-48a3-86a9-739623fad5f7
## INFO [11:07:04.634] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:04.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:04.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:04.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:04.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:04.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:04.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:04.820] [mlr3] Finished benchmark
## INFO [11:07:04.837] [bbotk] Result of batch 789:
## INFO [11:07:04.838] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:04.838] [bbotk] 4 195 FALSE gini 0.1855274 0.6 0
## INFO [11:07:04.838] [bbotk] errors runtime_learners uhash
## INFO [11:07:04.838] [bbotk] 0 0.149 158c6921-eaaa-48a4-b90c-e70109c9eb77
## INFO [11:07:04.841] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:04.857] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:04.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:04.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:04.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:04.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:05.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:05.031] [mlr3] Finished benchmark
## INFO [11:07:05.048] [bbotk] Result of batch 790:
## INFO [11:07:05.049] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:05.049] [bbotk] 2 470 TRUE gini 0.2349261 0.6 0
## INFO [11:07:05.049] [bbotk] errors runtime_learners uhash
## INFO [11:07:05.049] [bbotk] 0 0.138 357d9578-b482-4eb1-aa62-3170f552ff7e
## INFO [11:07:05.051] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:05.060] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:05.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:05.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:05.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:05.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:05.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:05.543] [mlr3] Finished benchmark
## INFO [11:07:05.560] [bbotk] Result of batch 791:
## INFO [11:07:05.561] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:05.561] [bbotk] 4 232 TRUE extratrees 0.9748443 0.6900159 0
## INFO [11:07:05.561] [bbotk] errors runtime_learners uhash
## INFO [11:07:05.561] [bbotk] 0 0.458 43e5e748-02e5-493a-beae-3edfeccb4d9a
## INFO [11:07:05.563] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:05.572] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:05.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:05.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:05.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:05.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:05.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:05.844] [mlr3] Finished benchmark
## INFO [11:07:05.864] [bbotk] Result of batch 792:
## INFO [11:07:05.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:05.865] [bbotk] 2 95 FALSE gini 0.1815758 0.6842035 0
## INFO [11:07:05.865] [bbotk] errors runtime_learners uhash
## INFO [11:07:05.865] [bbotk] 0 0.237 3a9351de-eb86-4094-90fb-2aea066e6ec7
## INFO [11:07:05.867] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:05.876] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:05.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:05.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:06.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:06.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:06.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:06.413] [mlr3] Finished benchmark
## INFO [11:07:06.431] [bbotk] Result of batch 793:
## INFO [11:07:06.432] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:06.432] [bbotk] 4 101 TRUE gini 0.8922896 0.7311249 0
## INFO [11:07:06.432] [bbotk] errors runtime_learners uhash
## INFO [11:07:06.432] [bbotk] 0 0.512 d7848214-7808-42f8-9cfb-d444edbf2df3
## INFO [11:07:06.434] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:06.443] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:06.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:06.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:06.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:06.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:06.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:06.769] [mlr3] Finished benchmark
## INFO [11:07:06.794] [bbotk] Result of batch 794:
## INFO [11:07:06.795] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:06.795] [bbotk] 5 449 TRUE gini 0.9307011 0.6987569 0
## INFO [11:07:06.795] [bbotk] errors runtime_learners uhash
## INFO [11:07:06.795] [bbotk] 0 0.291 8cda42fc-1dc9-4d17-9481-41f245416455
## INFO [11:07:06.799] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:06.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:06.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:06.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:06.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:06.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:06.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:07.027] [mlr3] Finished benchmark
## INFO [11:07:07.044] [bbotk] Result of batch 795:
## INFO [11:07:07.045] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:07.045] [bbotk] 1 453 FALSE gini 0.9462356 0.6862216 0
## INFO [11:07:07.045] [bbotk] errors runtime_learners uhash
## INFO [11:07:07.045] [bbotk] 0 0.192 08b0ba0e-ab9f-49b0-b4f4-7c7d40318993
## INFO [11:07:07.047] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:07.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:07.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:07.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:07.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:07.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:07.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:07.750] [mlr3] Finished benchmark
## INFO [11:07:07.771] [bbotk] Result of batch 796:
## INFO [11:07:07.772] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:07.772] [bbotk] 1 7 FALSE extratrees 0.6420485 0.7363232 0
## INFO [11:07:07.772] [bbotk] errors runtime_learners uhash
## INFO [11:07:07.772] [bbotk] 0 0.655 12007339-b81a-41fa-9d62-8c723ba48ced
## INFO [11:07:07.775] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:07.784] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:07.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:07.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:07.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:07.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:07.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:08.021] [mlr3] Finished benchmark
## INFO [11:07:08.038] [bbotk] Result of batch 797:
## INFO [11:07:08.039] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:08.039] [bbotk] 5 375 FALSE gini 0.4779447 0.6650835 0
## INFO [11:07:08.039] [bbotk] errors runtime_learners uhash
## INFO [11:07:08.039] [bbotk] 0 0.21 b02ce6da-a1e5-404c-a431-6f07a3e46380
## INFO [11:07:08.041] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:08.050] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:08.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:08.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:08.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:08.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:08.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:08.247] [mlr3] Finished benchmark
## INFO [11:07:08.272] [bbotk] Result of batch 798:
## INFO [11:07:08.274] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:08.274] [bbotk] 4 284 FALSE gini 0.1348231 0.8 0
## INFO [11:07:08.274] [bbotk] errors runtime_learners uhash
## INFO [11:07:08.274] [bbotk] 0 0.162 7169257e-442e-4181-8a4b-77e85ac4d9a7
## INFO [11:07:08.277] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:08.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:08.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:08.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:08.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:08.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:08.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:08.653] [mlr3] Finished benchmark
## INFO [11:07:08.670] [bbotk] Result of batch 799:
## INFO [11:07:08.671] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:08.671] [bbotk] 3 244 FALSE gini 0.975801 0.7186781 0
## INFO [11:07:08.671] [bbotk] errors runtime_learners uhash
## INFO [11:07:08.671] [bbotk] 0 0.342 62f71c53-35dd-47e0-8d07-61dab6232363
## INFO [11:07:08.673] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:08.682] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:08.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:08.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:08.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:08.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:08.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:08.988] [mlr3] Finished benchmark
## INFO [11:07:09.013] [bbotk] Result of batch 800:
## INFO [11:07:09.014] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:09.014] [bbotk] 1 490 TRUE extratrees 0.9805492 0.7403062 0
## INFO [11:07:09.014] [bbotk] errors runtime_learners uhash
## INFO [11:07:09.014] [bbotk] 0 0.283 d4545011-707e-40d7-8eb1-64c35f525abb
## INFO [11:07:09.018] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:09.036] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:09.038] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:09.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:09.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:09.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:09.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:09.346] [mlr3] Finished benchmark
## INFO [11:07:09.363] [bbotk] Result of batch 801:
## INFO [11:07:09.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:09.364] [bbotk] 5 99 TRUE gini 0.2873833 0.7026165 0
## INFO [11:07:09.364] [bbotk] errors runtime_learners uhash
## INFO [11:07:09.364] [bbotk] 0 0.281 5640f7db-7653-41e9-b135-ce9c99649e35
## INFO [11:07:09.366] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:09.376] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:09.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:09.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:09.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:09.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:09.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:09.534] [mlr3] Finished benchmark
## INFO [11:07:09.566] [bbotk] Result of batch 802:
## INFO [11:07:09.567] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:09.567] [bbotk] 5 436 FALSE gini 0.4855099 0.6 0
## INFO [11:07:09.567] [bbotk] errors runtime_learners uhash
## INFO [11:07:09.567] [bbotk] 0 0.132 34dfc606-1d4a-4879-a9a5-82092ae5e5ad
## INFO [11:07:09.570] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:09.588] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:09.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:09.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:09.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:09.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:09.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:09.883] [mlr3] Finished benchmark
## INFO [11:07:09.900] [bbotk] Result of batch 803:
## INFO [11:07:09.901] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:09.901] [bbotk] 3 277 FALSE extratrees 0.5861052 0.7304852 0
## INFO [11:07:09.901] [bbotk] errors runtime_learners uhash
## INFO [11:07:09.901] [bbotk] 0 0.266 8d5ab9ae-ba3c-4ad9-9d53-c3ac5a86e971
## INFO [11:07:09.903] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:09.912] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:09.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:09.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:09.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:10.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:10.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:10.067] [mlr3] Finished benchmark
## INFO [11:07:10.084] [bbotk] Result of batch 804:
## INFO [11:07:10.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:10.085] [bbotk] 3 447 TRUE gini 0.1890161 0.6 0
## INFO [11:07:10.085] [bbotk] errors runtime_learners uhash
## INFO [11:07:10.085] [bbotk] 0 0.13 04744e7b-176e-418d-aaf5-24e76cb65f86
## INFO [11:07:10.087] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:10.096] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:10.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:10.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:10.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:10.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:10.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:10.371] [mlr3] Finished benchmark
## INFO [11:07:10.389] [bbotk] Result of batch 805:
## INFO [11:07:10.390] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:10.390] [bbotk] 4 269 TRUE extratrees 0.4499079 0.7252826 0
## INFO [11:07:10.390] [bbotk] errors runtime_learners uhash
## INFO [11:07:10.390] [bbotk] 0 0.234 e72a8a02-5474-4eb6-9a53-55b9d8e3c882
## INFO [11:07:10.392] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:10.401] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:10.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:10.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:10.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:10.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:10.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:10.778] [mlr3] Finished benchmark
## INFO [11:07:10.795] [bbotk] Result of batch 806:
## INFO [11:07:10.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:10.796] [bbotk] 4 293 TRUE gini 0.9239303 0.703137 0
## INFO [11:07:10.796] [bbotk] errors runtime_learners uhash
## INFO [11:07:10.796] [bbotk] 0 0.352 90dbe90e-be5f-4ae9-8eb6-3ace90f88953
## INFO [11:07:10.798] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:10.807] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:10.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:10.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:10.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:10.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:10.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:10.980] [mlr3] Finished benchmark
## INFO [11:07:11.004] [bbotk] Result of batch 807:
## INFO [11:07:11.006] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:11.006] [bbotk] 3 429 TRUE extratrees 0.4901395 0.6 0
## INFO [11:07:11.006] [bbotk] errors runtime_learners uhash
## INFO [11:07:11.006] [bbotk] 0 0.139 e8b3eff1-916a-42d2-b127-9b2dba4f5695
## INFO [11:07:11.008] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:11.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:11.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:11.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:11.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:11.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:11.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:11.503] [mlr3] Finished benchmark
## INFO [11:07:11.520] [bbotk] Result of batch 808:
## INFO [11:07:11.521] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:11.521] [bbotk] 4 155 TRUE extratrees 0.814889 0.6823719 0
## INFO [11:07:11.521] [bbotk] errors runtime_learners uhash
## INFO [11:07:11.521] [bbotk] 0 0.46 8497acbe-a50f-4ed8-8f06-ffad926b5069
## INFO [11:07:11.523] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:11.532] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:11.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:11.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:11.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:11.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:11.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:11.897] [mlr3] Finished benchmark
## INFO [11:07:11.922] [bbotk] Result of batch 809:
## INFO [11:07:11.924] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:11.924] [bbotk] 5 270 FALSE gini 0.8064289 0.7315751 0
## INFO [11:07:11.924] [bbotk] errors runtime_learners uhash
## INFO [11:07:11.924] [bbotk] 0 0.331 e229d796-210c-49b6-9033-c48c95549172
## INFO [11:07:11.928] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:11.945] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:11.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:12.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:12.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:12.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:12.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:12.492] [mlr3] Finished benchmark
## INFO [11:07:12.509] [bbotk] Result of batch 810:
## INFO [11:07:12.510] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:12.510] [bbotk] 4 129 TRUE extratrees 0.8750132 0.6801333 0
## INFO [11:07:12.510] [bbotk] errors runtime_learners uhash
## INFO [11:07:12.510] [bbotk] 0 0.522 c4dbd611-ade6-4644-a047-4a87a635ad68
## INFO [11:07:12.512] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:12.522] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:12.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:12.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:12.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:12.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:12.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:12.800] [mlr3] Finished benchmark
## INFO [11:07:12.828] [bbotk] Result of batch 811:
## INFO [11:07:12.830] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:12.830] [bbotk] 1 357 TRUE gini 0.9814795 0.6919503 0
## INFO [11:07:12.830] [bbotk] errors runtime_learners uhash
## INFO [11:07:12.830] [bbotk] 0 0.253 080ad9e6-9bfe-470d-9b07-780129c22dee
## INFO [11:07:12.834] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:12.852] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:12.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:12.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:12.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:12.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:13.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:13.055] [mlr3] Finished benchmark
## INFO [11:07:13.073] [bbotk] Result of batch 812:
## INFO [11:07:13.074] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:13.074] [bbotk] 1 203 TRUE gini 0.3219518 0.674267 0
## INFO [11:07:13.074] [bbotk] errors runtime_learners uhash
## INFO [11:07:13.074] [bbotk] 0 0.174 7166221d-4645-413b-a088-f05f1ae22dba
## INFO [11:07:13.076] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:13.085] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:13.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:13.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:13.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:13.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:13.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:13.352] [mlr3] Finished benchmark
## INFO [11:07:13.369] [bbotk] Result of batch 813:
## INFO [11:07:13.370] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:13.370] [bbotk] 4 480 TRUE extratrees 0.7598423 0.7252287 0
## INFO [11:07:13.370] [bbotk] errors runtime_learners uhash
## INFO [11:07:13.370] [bbotk] 0 0.243 77bd0ca0-e8cc-4c5f-bf4b-35bc52f6b1e9
## INFO [11:07:13.372] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:13.393] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:13.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:13.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:13.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:13.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:13.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:13.594] [mlr3] Finished benchmark
## INFO [11:07:13.612] [bbotk] Result of batch 814:
## INFO [11:07:13.612] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:13.612] [bbotk] 3 391 FALSE extratrees 0.1225262 0.6 0
## INFO [11:07:13.612] [bbotk] errors runtime_learners uhash
## INFO [11:07:13.612] [bbotk] 0 0.167 4260c44d-7fa5-428e-94a5-82b0b1642530
## INFO [11:07:13.615] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:13.624] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:13.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:13.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:13.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:13.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:13.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:13.873] [mlr3] Finished benchmark
## INFO [11:07:13.890] [bbotk] Result of batch 815:
## INFO [11:07:13.891] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:13.891] [bbotk] 3 298 TRUE extratrees 0.5084299 0.7307278 0
## INFO [11:07:13.891] [bbotk] errors runtime_learners uhash
## INFO [11:07:13.891] [bbotk] 0 0.223 d18f9986-6837-47f2-bdf2-3ebe43da5693
## INFO [11:07:13.893] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:13.902] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:13.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:13.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:14.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:14.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:14.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:14.245] [mlr3] Finished benchmark
## INFO [11:07:14.263] [bbotk] Result of batch 816:
## INFO [11:07:14.264] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:14.264] [bbotk] 3 121 TRUE extratrees 0.4008387 0.6952724 0
## INFO [11:07:14.264] [bbotk] errors runtime_learners uhash
## INFO [11:07:14.264] [bbotk] 0 0.3 f4a2cb0d-3638-4612-8eeb-90370c0cec6b
## INFO [11:07:14.266] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:14.275] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:14.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:14.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:14.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:14.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:14.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:14.585] [mlr3] Finished benchmark
## INFO [11:07:14.602] [bbotk] Result of batch 817:
## INFO [11:07:14.603] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:14.603] [bbotk] 1 320 TRUE extratrees 0.784147 0.7309199 0
## INFO [11:07:14.603] [bbotk] errors runtime_learners uhash
## INFO [11:07:14.603] [bbotk] 0 0.284 8632dc00-d2b5-472b-b8e0-a8c68551c4f7
## INFO [11:07:14.605] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:14.614] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:14.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:14.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:14.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:14.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:14.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:14.977] [mlr3] Finished benchmark
## INFO [11:07:14.998] [bbotk] Result of batch 818:
## INFO [11:07:14.999] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:14.999] [bbotk] 1 159 FALSE extratrees 0.6558244 0.7064221 0
## INFO [11:07:14.999] [bbotk] errors runtime_learners uhash
## INFO [11:07:14.999] [bbotk] 0 0.322 de702397-bd12-488c-a048-40af47ce368d
## INFO [11:07:15.002] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:15.011] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:15.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:15.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:15.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:15.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:15.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:15.396] [mlr3] Finished benchmark
## INFO [11:07:15.413] [bbotk] Result of batch 819:
## INFO [11:07:15.414] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:15.414] [bbotk] 1 234 TRUE extratrees 0.9790435 0.708075 0
## INFO [11:07:15.414] [bbotk] errors runtime_learners uhash
## INFO [11:07:15.414] [bbotk] 0 0.36 8a43a831-cc47-44e9-965c-e887c85a3e4b
## INFO [11:07:15.417] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:15.426] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:15.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:15.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:15.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:15.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:15.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:15.781] [mlr3] Finished benchmark
## INFO [11:07:15.798] [bbotk] Result of batch 820:
## INFO [11:07:15.799] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:15.799] [bbotk] 1 467 FALSE extratrees 0.1836149 0.4 0
## INFO [11:07:15.799] [bbotk] errors runtime_learners uhash
## INFO [11:07:15.799] [bbotk] 0 0.33 688edcbb-a5b1-49c3-b1be-91c62129ac35
## INFO [11:07:15.801] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:15.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:15.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:15.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:16.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:16.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:16.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:16.354] [mlr3] Finished benchmark
## INFO [11:07:16.371] [bbotk] Result of batch 821:
## INFO [11:07:16.372] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:16.372] [bbotk] 5 8 FALSE extratrees 0.2423488 0.7407387 0
## INFO [11:07:16.372] [bbotk] errors runtime_learners uhash
## INFO [11:07:16.372] [bbotk] 0 0.521 96034741-ab30-41b0-9761-8ff92797005b
## INFO [11:07:16.375] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:16.384] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:16.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:16.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:16.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:16.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:16.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:16.824] [mlr3] Finished benchmark
## INFO [11:07:16.841] [bbotk] Result of batch 822:
## INFO [11:07:16.842] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:16.842] [bbotk] 1 33 FALSE extratrees 0.4453747 0.6900138 0
## INFO [11:07:16.842] [bbotk] errors runtime_learners uhash
## INFO [11:07:16.842] [bbotk] 0 0.407 f09407b3-870c-4a48-9fb8-076b32b0c465
## INFO [11:07:16.844] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:16.853] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:16.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:16.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:16.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:16.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:17.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:17.091] [mlr3] Finished benchmark
## INFO [11:07:17.108] [bbotk] Result of batch 823:
## INFO [11:07:17.109] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:17.109] [bbotk] 4 289 FALSE extratrees 0.4150336 0.7193731 0
## INFO [11:07:17.109] [bbotk] errors runtime_learners uhash
## INFO [11:07:17.109] [bbotk] 0 0.212 b0aebd13-c743-4a09-a477-7a535d88489f
## INFO [11:07:17.111] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:17.120] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:17.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:17.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:17.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:17.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:17.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:17.534] [mlr3] Finished benchmark
## INFO [11:07:17.551] [bbotk] Result of batch 824:
## INFO [11:07:17.552] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:17.552] [bbotk] 3 227 TRUE gini 0.9334193 0.7010196 0
## INFO [11:07:17.552] [bbotk] errors runtime_learners uhash
## INFO [11:07:17.552] [bbotk] 0 0.39 3ac745fd-719a-4eb5-add4-cbb62d9d2c70
## INFO [11:07:17.554] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:17.563] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:17.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:17.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:17.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:17.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:17.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:17.834] [mlr3] Finished benchmark
## INFO [11:07:17.851] [bbotk] Result of batch 825:
## INFO [11:07:17.851] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:17.851] [bbotk] 5 430 TRUE extratrees 0.7020262 0.7233596 0
## INFO [11:07:17.851] [bbotk] errors runtime_learners uhash
## INFO [11:07:17.851] [bbotk] 0 0.244 b6eb3bd6-1724-4fbf-a095-d4c7a3ccefac
## INFO [11:07:17.854] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:17.863] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:17.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:17.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:18.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:18.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:18.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:18.211] [mlr3] Finished benchmark
## INFO [11:07:18.234] [bbotk] Result of batch 826:
## INFO [11:07:18.235] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:18.235] [bbotk] 1 299 TRUE extratrees 0.942603 0.7195786 0
## INFO [11:07:18.235] [bbotk] errors runtime_learners uhash
## INFO [11:07:18.235] [bbotk] 0 0.322 f2ad70e2-fd5b-48e0-a40f-451656ed6e8f
## INFO [11:07:18.237] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:18.246] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:18.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:18.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:18.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:18.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:18.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:18.920] [mlr3] Finished benchmark
## INFO [11:07:18.937] [bbotk] Result of batch 827:
## INFO [11:07:18.938] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:18.938] [bbotk] 3 23 FALSE extratrees 0.7340724 0.7332755 0
## INFO [11:07:18.938] [bbotk] errors runtime_learners uhash
## INFO [11:07:18.938] [bbotk] 0 0.647 172f593a-1574-423e-bb8f-879e128dd54f
## INFO [11:07:18.940] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:18.949] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:18.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:19.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:19.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:19.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:19.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:19.345] [mlr3] Finished benchmark
## INFO [11:07:19.370] [bbotk] Result of batch 828:
## INFO [11:07:19.371] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:19.371] [bbotk] 2 84 FALSE gini 0.614717 0.7127395 0
## INFO [11:07:19.371] [bbotk] errors runtime_learners uhash
## INFO [11:07:19.371] [bbotk] 0 0.369 8bb38953-6cdf-4e16-937c-d46ab851a0f1
## INFO [11:07:19.373] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:19.382] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:19.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:19.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:19.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:19.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:19.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:20.009] [mlr3] Finished benchmark
## INFO [11:07:20.026] [bbotk] Result of batch 829:
## INFO [11:07:20.027] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:20.027] [bbotk] 2 11 FALSE extratrees 0.5279984 0.7368139 0
## INFO [11:07:20.027] [bbotk] errors runtime_learners uhash
## INFO [11:07:20.027] [bbotk] 0 0.6 96036574-5f6b-4343-80ee-e250609f10d8
## INFO [11:07:20.030] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:20.038] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:20.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:20.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:20.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:20.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:20.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:20.364] [mlr3] Finished benchmark
## INFO [11:07:20.388] [bbotk] Result of batch 830:
## INFO [11:07:20.389] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:20.389] [bbotk] 1 254 FALSE extratrees 0.9230927 0.7063272 0
## INFO [11:07:20.389] [bbotk] errors runtime_learners uhash
## INFO [11:07:20.389] [bbotk] 0 0.3 be6f60de-0bf8-4ba7-be7b-11527d9f4b1d
## INFO [11:07:20.391] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:20.400] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:20.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:20.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:20.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:20.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:20.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:20.610] [mlr3] Finished benchmark
## INFO [11:07:20.627] [bbotk] Result of batch 831:
## INFO [11:07:20.628] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:20.628] [bbotk] 1 297 FALSE extratrees 0.3751393 0.7280034 0
## INFO [11:07:20.628] [bbotk] errors runtime_learners uhash
## INFO [11:07:20.628] [bbotk] 0 0.185 5c3b89b1-74df-44f2-ba08-8cca86a0b470
## INFO [11:07:20.630] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:20.639] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:20.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:20.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:20.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:20.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:20.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:21.080] [mlr3] Finished benchmark
## INFO [11:07:21.104] [bbotk] Result of batch 832:
## INFO [11:07:21.104] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:21.104] [bbotk] 2 28 TRUE extratrees 0.3986988 0.6918156 0
## INFO [11:07:21.104] [bbotk] errors runtime_learners uhash
## INFO [11:07:21.104] [bbotk] 0 0.416 b71c1c6e-97ae-42dd-b418-51075e7242b5
## INFO [11:07:21.107] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:21.115] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:21.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:21.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:21.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:21.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:21.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:21.660] [mlr3] Finished benchmark
## INFO [11:07:21.677] [bbotk] Result of batch 833:
## INFO [11:07:21.678] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:21.678] [bbotk] 4 173 TRUE extratrees 0.9918675 0.6861939 0
## INFO [11:07:21.678] [bbotk] errors runtime_learners uhash
## INFO [11:07:21.678] [bbotk] 0 0.522 e76aa36f-e2e8-424e-9c37-167d8b335182
## INFO [11:07:21.680] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:21.689] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:21.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:21.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:21.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:21.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:21.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:21.877] [mlr3] Finished benchmark
## INFO [11:07:21.894] [bbotk] Result of batch 834:
## INFO [11:07:21.895] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:21.895] [bbotk] 2 327 TRUE gini 0.3990359 0.6553519 0
## INFO [11:07:21.895] [bbotk] errors runtime_learners uhash
## INFO [11:07:21.895] [bbotk] 0 0.165 7ee38651-82eb-4c40-bf6e-52dd87875792
## INFO [11:07:21.897] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:21.912] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:21.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:21.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:22.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:22.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:22.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:22.140] [mlr3] Finished benchmark
## INFO [11:07:22.157] [bbotk] Result of batch 835:
## INFO [11:07:22.158] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:22.158] [bbotk] 5 407 FALSE extratrees 0.5334974 0.7004495 0
## INFO [11:07:22.158] [bbotk] errors runtime_learners uhash
## INFO [11:07:22.158] [bbotk] 0 0.204 5cb793c9-2ea2-4d77-963e-035d95eb40cc
## INFO [11:07:22.160] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:22.169] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:22.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:22.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:22.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:22.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:22.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:22.511] [mlr3] Finished benchmark
## INFO [11:07:22.528] [bbotk] Result of batch 836:
## INFO [11:07:22.529] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:22.529] [bbotk] 3 144 FALSE gini 0.4870959 0.6990966 0
## INFO [11:07:22.529] [bbotk] errors runtime_learners uhash
## INFO [11:07:22.529] [bbotk] 0 0.316 7d9095e9-ed83-4d9e-8745-8723241c258a
## INFO [11:07:22.532] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:22.541] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:22.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:22.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:22.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:22.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:22.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:22.783] [mlr3] Finished benchmark
## INFO [11:07:22.800] [bbotk] Result of batch 837:
## INFO [11:07:22.800] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:22.800] [bbotk] 3 443 FALSE extratrees 0.6483558 0.7271518 0
## INFO [11:07:22.800] [bbotk] errors runtime_learners uhash
## INFO [11:07:22.800] [bbotk] 0 0.216 5d17dc6a-626f-4f07-a61f-c5f8cbd8aa5e
## INFO [11:07:22.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:22.812] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:22.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:22.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:23.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:23.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:23.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:23.468] [mlr3] Finished benchmark
## INFO [11:07:23.486] [bbotk] Result of batch 838:
## INFO [11:07:23.487] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:23.487] [bbotk] 4 21 TRUE gini 0.6091244 0.7808294 0
## INFO [11:07:23.487] [bbotk] errors runtime_learners uhash
## INFO [11:07:23.487] [bbotk] 0 0.633 937d22b5-a587-499e-af0f-e1724033d95c
## INFO [11:07:23.489] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:23.498] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:23.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:23.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:23.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:23.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:23.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:23.686] [mlr3] Finished benchmark
## INFO [11:07:23.703] [bbotk] Result of batch 839:
## INFO [11:07:23.703] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:23.703] [bbotk] 1 260 TRUE gini 0.3284865 0.6647814 0
## INFO [11:07:23.703] [bbotk] errors runtime_learners uhash
## INFO [11:07:23.703] [bbotk] 0 0.156 d31fc74f-39cb-47f9-8a32-484d82483754
## INFO [11:07:23.706] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:23.714] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:23.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:23.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:23.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:23.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:23.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:24.001] [mlr3] Finished benchmark
## INFO [11:07:24.018] [bbotk] Result of batch 840:
## INFO [11:07:24.019] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:24.019] [bbotk] 5 479 TRUE gini 0.9052891 0.6951533 0
## INFO [11:07:24.019] [bbotk] errors runtime_learners uhash
## INFO [11:07:24.019] [bbotk] 0 0.262 a82139cd-2e84-4839-9a5e-82a852ede6bd
## INFO [11:07:24.022] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:24.030] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:24.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:24.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:24.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:24.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:24.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:24.392] [mlr3] Finished benchmark
## INFO [11:07:24.409] [bbotk] Result of batch 841:
## INFO [11:07:24.410] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:24.410] [bbotk] 4 236 FALSE extratrees 0.7175177 0.6972926 0
## INFO [11:07:24.410] [bbotk] errors runtime_learners uhash
## INFO [11:07:24.410] [bbotk] 0 0.338 d9338bae-a3b2-473d-894f-3ced0afb8aa7
## INFO [11:07:24.412] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:24.421] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:24.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:24.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:24.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:24.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:24.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:24.956] [mlr3] Finished benchmark
## INFO [11:07:24.974] [bbotk] Result of batch 842:
## INFO [11:07:24.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:24.974] [bbotk] 5 52 FALSE extratrees 0.521362 0.6896033 0
## INFO [11:07:24.974] [bbotk] errors runtime_learners uhash
## INFO [11:07:24.974] [bbotk] 0 0.511 44f1b59a-6797-4ac1-a2f4-d0280438b3ad
## INFO [11:07:24.977] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:24.986] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:24.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:25.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:25.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:25.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:25.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:25.192] [mlr3] Finished benchmark
## INFO [11:07:25.209] [bbotk] Result of batch 843:
## INFO [11:07:25.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:25.210] [bbotk] 1 427 FALSE gini 0.7050792 0.6629123 0
## INFO [11:07:25.210] [bbotk] errors runtime_learners uhash
## INFO [11:07:25.210] [bbotk] 0 0.176 2d6a3f70-1ef9-41d3-8728-27c642d72efa
## INFO [11:07:25.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:25.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:25.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:25.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:25.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:25.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:25.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:25.374] [mlr3] Finished benchmark
## INFO [11:07:25.391] [bbotk] Result of batch 844:
## INFO [11:07:25.392] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:25.392] [bbotk] 5 277 TRUE extratrees 0.19739 0.4 0
## INFO [11:07:25.392] [bbotk] errors runtime_learners uhash
## INFO [11:07:25.392] [bbotk] 0 0.13 962759b1-2e8d-4176-a1dc-7bde678b661c
## INFO [11:07:25.394] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:25.403] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:25.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:25.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:25.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:25.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:25.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:25.777] [mlr3] Finished benchmark
## INFO [11:07:25.794] [bbotk] Result of batch 845:
## INFO [11:07:25.795] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:25.795] [bbotk] 3 179 FALSE extratrees 0.7040296 0.6900159 0
## INFO [11:07:25.795] [bbotk] errors runtime_learners uhash
## INFO [11:07:25.795] [bbotk] 0 0.352 6e094718-3df2-4cd2-b6cb-28388dd6cc3a
## INFO [11:07:25.797] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:25.806] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:25.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:25.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:25.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:25.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:25.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:25.957] [mlr3] Finished benchmark
## INFO [11:07:25.975] [bbotk] Result of batch 846:
## INFO [11:07:25.975] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:25.975] [bbotk] 4 266 TRUE extratrees 0.1707061 0.6 0
## INFO [11:07:25.975] [bbotk] errors runtime_learners uhash
## INFO [11:07:25.975] [bbotk] 0 0.129 13ee2e0e-b6e7-437b-8585-50da3cb6139e
## INFO [11:07:25.978] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:25.987] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:25.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:26.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:26.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:26.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:26.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:26.163] [mlr3] Finished benchmark
## INFO [11:07:26.180] [bbotk] Result of batch 847:
## INFO [11:07:26.181] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:26.181] [bbotk] 1 492 FALSE extratrees 0.2918771 0.6 0
## INFO [11:07:26.181] [bbotk] errors runtime_learners uhash
## INFO [11:07:26.181] [bbotk] 0 0.146 07c3244c-6106-43a6-ba4c-82c7df147105
## INFO [11:07:26.183] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:26.192] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:26.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:26.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:26.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:26.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:26.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:26.452] [mlr3] Finished benchmark
## INFO [11:07:26.469] [bbotk] Result of batch 848:
## INFO [11:07:26.470] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:26.470] [bbotk] 5 379 TRUE gini 0.6702043 0.6689297 0
## INFO [11:07:26.470] [bbotk] errors runtime_learners uhash
## INFO [11:07:26.470] [bbotk] 0 0.234 31970c55-bde6-458e-88d8-0534ae90fb36
## INFO [11:07:26.472] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:26.481] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:26.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:26.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:26.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:26.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:26.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:26.763] [mlr3] Finished benchmark
## INFO [11:07:26.806] [bbotk] Result of batch 849:
## INFO [11:07:26.807] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:26.807] [bbotk] 3 236 FALSE extratrees 0.5204074 0.7324083 0
## INFO [11:07:26.807] [bbotk] errors runtime_learners uhash
## INFO [11:07:26.807] [bbotk] 0 0.258 79d5c071-6a4d-4e06-ae33-f7a9da600e0d
## INFO [11:07:26.810] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:26.819] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:26.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:26.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:26.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:27.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:27.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:27.250] [mlr3] Finished benchmark
## INFO [11:07:27.267] [bbotk] Result of batch 850:
## INFO [11:07:27.268] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:27.268] [bbotk] 3 69 TRUE extratrees 0.5266667 0.6881446 0
## INFO [11:07:27.268] [bbotk] errors runtime_learners uhash
## INFO [11:07:27.268] [bbotk] 0 0.407 9db95d05-dca5-40a1-a0eb-2e286e6def5f
## INFO [11:07:27.270] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:27.279] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:27.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:27.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:27.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:27.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:27.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:27.706] [mlr3] Finished benchmark
## INFO [11:07:27.723] [bbotk] Result of batch 851:
## INFO [11:07:27.731] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:27.731] [bbotk] 4 76 TRUE gini 0.4933467 0.7238482 0
## INFO [11:07:27.731] [bbotk] errors runtime_learners uhash
## INFO [11:07:27.731] [bbotk] 0 0.403 c5b10d7a-016e-4a40-9f30-3689683cebbb
## INFO [11:07:27.735] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:27.748] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:27.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:27.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:27.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:27.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:27.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:27.963] [mlr3] Finished benchmark
## INFO [11:07:27.980] [bbotk] Result of batch 852:
## INFO [11:07:27.981] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:27.981] [bbotk] 4 97 FALSE extratrees 0.1179745 0.6993802 0
## INFO [11:07:27.981] [bbotk] errors runtime_learners uhash
## INFO [11:07:27.981] [bbotk] 0 0.192 61f05394-bc2a-4697-8611-c6dede326f56
## INFO [11:07:27.983] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:27.992] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:27.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:28.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:28.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:28.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:28.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:28.494] [mlr3] Finished benchmark
## INFO [11:07:28.512] [bbotk] Result of batch 853:
## INFO [11:07:28.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:28.513] [bbotk] 3 98 FALSE extratrees 0.828243 0.6823024 0
## INFO [11:07:28.513] [bbotk] errors runtime_learners uhash
## INFO [11:07:28.513] [bbotk] 0 0.479 5bc91246-7c98-4d2c-b8a7-a7732e884253
## INFO [11:07:28.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:28.532] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:28.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:28.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:28.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:28.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:28.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:28.863] [mlr3] Finished benchmark
## INFO [11:07:28.881] [bbotk] Result of batch 854:
## INFO [11:07:28.882] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:28.882] [bbotk] 1 230 FALSE extratrees 0.8394188 0.7138201 0
## INFO [11:07:28.882] [bbotk] errors runtime_learners uhash
## INFO [11:07:28.882] [bbotk] 0 0.304 16deee9c-6215-469a-94e7-4de0662c7b8d
## INFO [11:07:28.884] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:28.893] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:28.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:28.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:28.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:28.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:29.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:29.046] [mlr3] Finished benchmark
## INFO [11:07:29.064] [bbotk] Result of batch 855:
## INFO [11:07:29.065] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:29.065] [bbotk] 1 354 TRUE extratrees 0.1244742 0.6 0
## INFO [11:07:29.065] [bbotk] errors runtime_learners uhash
## INFO [11:07:29.065] [bbotk] 0 0.13 2a5772a0-b4db-42c3-976b-99f587f9cda3
## INFO [11:07:29.067] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:29.076] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:29.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:29.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:29.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:29.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:29.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:29.290] [mlr3] Finished benchmark
## INFO [11:07:29.307] [bbotk] Result of batch 856:
## INFO [11:07:29.308] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:29.308] [bbotk] 2 269 FALSE extratrees 0.3130592 0.7167891 0
## INFO [11:07:29.308] [bbotk] errors runtime_learners uhash
## INFO [11:07:29.308] [bbotk] 0 0.187 e09a4c21-d6f7-4a5e-bbe0-39f49c11031e
## INFO [11:07:29.310] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:29.319] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:29.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:29.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:29.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:29.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:29.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:29.616] [mlr3] Finished benchmark
## INFO [11:07:29.634] [bbotk] Result of batch 857:
## INFO [11:07:29.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:29.635] [bbotk] 2 306 TRUE gini 0.8192248 0.6973897 0
## INFO [11:07:29.635] [bbotk] errors runtime_learners uhash
## INFO [11:07:29.635] [bbotk] 0 0.272 a0132364-8dea-446d-a423-47a8028a3bfa
## INFO [11:07:29.637] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:29.646] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:29.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:29.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:29.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:29.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:29.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:29.820] [mlr3] Finished benchmark
## INFO [11:07:29.837] [bbotk] Result of batch 858:
## INFO [11:07:29.838] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:29.838] [bbotk] 3 440 FALSE gini 0.4236303 0.6 0
## INFO [11:07:29.838] [bbotk] errors runtime_learners uhash
## INFO [11:07:29.838] [bbotk] 0 0.142 f30ba589-ed73-4cfa-bebb-34bc86ca54c5
## INFO [11:07:29.841] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:29.849] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:29.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:29.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:30.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:30.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:30.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:30.291] [mlr3] Finished benchmark
## INFO [11:07:30.308] [bbotk] Result of batch 859:
## INFO [11:07:30.309] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:30.309] [bbotk] 4 105 FALSE extratrees 0.6149562 0.6819351 0
## INFO [11:07:30.309] [bbotk] errors runtime_learners uhash
## INFO [11:07:30.309] [bbotk] 0 0.416 ad95eb75-8712-424d-91de-c9cb8836a547
## INFO [11:07:30.312] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:30.321] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:30.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:30.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:30.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:30.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:30.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:30.928] [mlr3] Finished benchmark
## INFO [11:07:30.946] [bbotk] Result of batch 860:
## INFO [11:07:30.947] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:30.947] [bbotk] 2 55 TRUE extratrees 0.9283841 0.6938599 0
## INFO [11:07:30.947] [bbotk] errors runtime_learners uhash
## INFO [11:07:30.947] [bbotk] 0 0.579 24ee1524-fee6-460e-83ae-46d73b085886
## INFO [11:07:30.949] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:30.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:30.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:31.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:31.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:31.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:31.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:31.254] [mlr3] Finished benchmark
## INFO [11:07:31.271] [bbotk] Result of batch 861:
## INFO [11:07:31.272] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:31.272] [bbotk] 3 211 TRUE extratrees 0.5248372 0.7153517 0
## INFO [11:07:31.272] [bbotk] errors runtime_learners uhash
## INFO [11:07:31.272] [bbotk] 0 0.271 1fe87fe7-e670-465f-9e5c-7b17c0b262ff
## INFO [11:07:31.274] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:31.283] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:31.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:31.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:31.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:31.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:31.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:31.721] [mlr3] Finished benchmark
## INFO [11:07:31.741] [bbotk] Result of batch 862:
## INFO [11:07:31.742] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:31.742] [bbotk] 4 196 FALSE gini 0.8580685 0.7296762 0
## INFO [11:07:31.742] [bbotk] errors runtime_learners uhash
## INFO [11:07:31.742] [bbotk] 0 0.413 d1467a11-57c7-4e58-8c37-a6a255ede66d
## INFO [11:07:31.744] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:31.753] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:31.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:31.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:31.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:31.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:31.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:31.933] [mlr3] Finished benchmark
## INFO [11:07:31.950] [bbotk] Result of batch 863:
## INFO [11:07:31.951] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:31.951] [bbotk] 4 256 FALSE gini 0.1716363 0.6 0
## INFO [11:07:31.951] [bbotk] errors runtime_learners uhash
## INFO [11:07:31.951] [bbotk] 0 0.156 84d2a5c7-0d76-4e61-9ace-72080727ca41
## INFO [11:07:31.953] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:31.962] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:31.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:31.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:32.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:32.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:32.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:32.115] [mlr3] Finished benchmark
## INFO [11:07:32.141] [bbotk] Result of batch 864:
## INFO [11:07:32.142] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:32.142] [bbotk] 2 255 TRUE extratrees 0.1723461 0.4 0
## INFO [11:07:32.142] [bbotk] errors runtime_learners uhash
## INFO [11:07:32.142] [bbotk] 0 0.13 68464d4f-0bed-4e33-8075-4369b014cbff
## INFO [11:07:32.146] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:32.155] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:32.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:32.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:32.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:32.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:32.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:32.471] [mlr3] Finished benchmark
## INFO [11:07:32.488] [bbotk] Result of batch 865:
## INFO [11:07:32.489] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:32.489] [bbotk] 5 269 FALSE extratrees 0.6142585 0.7175903 0
## INFO [11:07:32.489] [bbotk] errors runtime_learners uhash
## INFO [11:07:32.489] [bbotk] 0 0.291 260bba7b-9692-40d8-a23b-2ad574c812b0
## INFO [11:07:32.491] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:32.500] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:32.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:32.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:32.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:32.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:32.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:32.828] [mlr3] Finished benchmark
## INFO [11:07:32.846] [bbotk] Result of batch 866:
## INFO [11:07:32.852] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:32.852] [bbotk] 5 107 TRUE gini 0.3298715 0.6988782 0
## INFO [11:07:32.852] [bbotk] errors runtime_learners uhash
## INFO [11:07:32.852] [bbotk] 0 0.301 8a96cb2f-acf0-4aa8-b214-f9a8445cc236
## INFO [11:07:32.856] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:32.870] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:32.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:32.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:33.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:33.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:33.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:33.493] [mlr3] Finished benchmark
## INFO [11:07:33.510] [bbotk] Result of batch 867:
## INFO [11:07:33.511] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:33.511] [bbotk] 4 42 FALSE extratrees 0.6920535 0.6997021 0
## INFO [11:07:33.511] [bbotk] errors runtime_learners uhash
## INFO [11:07:33.511] [bbotk] 0 0.597 f6c8ffca-7863-4e36-958e-3c6f905dafff
## INFO [11:07:33.513] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:33.522] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:33.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:33.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:33.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:33.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:33.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:33.799] [mlr3] Finished benchmark
## INFO [11:07:33.824] [bbotk] Result of batch 868:
## INFO [11:07:33.825] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:33.825] [bbotk] 5 492 TRUE gini 0.8939963 0.6857217 0
## INFO [11:07:33.825] [bbotk] errors runtime_learners uhash
## INFO [11:07:33.825] [bbotk] 0 0.251 fe26aeae-bfcf-423c-a434-f728c24f662b
## INFO [11:07:33.829] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:33.842] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:33.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:33.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:33.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:34.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:34.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:34.183] [mlr3] Finished benchmark
## INFO [11:07:34.201] [bbotk] Result of batch 869:
## INFO [11:07:34.202] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:34.202] [bbotk] 4 173 FALSE extratrees 0.5282783 0.7010331 0
## INFO [11:07:34.202] [bbotk] errors runtime_learners uhash
## INFO [11:07:34.202] [bbotk] 0 0.315 9db4e91f-15c0-4f51-bde0-b7b89411b53a
## INFO [11:07:34.204] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:34.213] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:34.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:34.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:34.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:34.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:34.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:34.486] [mlr3] Finished benchmark
## INFO [11:07:34.504] [bbotk] Result of batch 870:
## INFO [11:07:34.505] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:34.505] [bbotk] 4 125 FALSE extratrees 0.2580678 0.7249883 0
## INFO [11:07:34.505] [bbotk] errors runtime_learners uhash
## INFO [11:07:34.505] [bbotk] 0 0.246 35465549-6ec3-45c8-86e7-ae5b1ffef47e
## INFO [11:07:34.507] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:34.527] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:34.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:34.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:34.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:34.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:34.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:34.716] [mlr3] Finished benchmark
## INFO [11:07:34.733] [bbotk] Result of batch 871:
## INFO [11:07:34.734] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:34.734] [bbotk] 4 347 FALSE gini 0.1001958 0.8 0
## INFO [11:07:34.734] [bbotk] errors runtime_learners uhash
## INFO [11:07:34.734] [bbotk] 0 0.161 f7522b68-2045-4105-a12a-200bf2ec025c
## INFO [11:07:34.736] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:34.745] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:34.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:34.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:34.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:34.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:34.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:34.898] [mlr3] Finished benchmark
## INFO [11:07:34.916] [bbotk] Result of batch 872:
## INFO [11:07:34.917] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:34.917] [bbotk] 4 218 TRUE extratrees 0.1720421 0.6 0
## INFO [11:07:34.917] [bbotk] errors runtime_learners uhash
## INFO [11:07:34.917] [bbotk] 0 0.128 15a26b74-d723-418b-bd4e-3facc41959f4
## INFO [11:07:34.919] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:34.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:34.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:35.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:35.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:35.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:35.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:35.778] [mlr3] Finished benchmark
## INFO [11:07:35.796] [bbotk] Result of batch 873:
## INFO [11:07:35.797] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:35.797] [bbotk] 3 3 TRUE gini 0.7955645 0.8212909 0
## INFO [11:07:35.797] [bbotk] errors runtime_learners uhash
## INFO [11:07:35.797] [bbotk] 0 0.814 a35081bf-b3d1-48a9-94cc-a276c180fda5
## INFO [11:07:35.799] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:35.808] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:35.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:35.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:35.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:36.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:36.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:36.216] [mlr3] Finished benchmark
## INFO [11:07:36.245] [bbotk] Result of batch 874:
## INFO [11:07:36.246] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:36.246] [bbotk] 1 93 TRUE gini 0.9570869 0.7184683 0
## INFO [11:07:36.246] [bbotk] errors runtime_learners uhash
## INFO [11:07:36.246] [bbotk] 0 0.381 e490f561-afaf-48bb-9fba-5fb1dacfba32
## INFO [11:07:36.249] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:36.258] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:36.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:36.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:36.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:36.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:36.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:36.494] [mlr3] Finished benchmark
## INFO [11:07:36.511] [bbotk] Result of batch 875:
## INFO [11:07:36.512] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:36.512] [bbotk] 1 271 TRUE extratrees 0.4335417 0.738286 0
## INFO [11:07:36.512] [bbotk] errors runtime_learners uhash
## INFO [11:07:36.512] [bbotk] 0 0.21 168bef0a-3d82-4063-b16b-1f5c0f20ac69
## INFO [11:07:36.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:36.524] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:36.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:36.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:36.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:36.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:36.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:36.947] [mlr3] Finished benchmark
## INFO [11:07:36.976] [bbotk] Result of batch 876:
## INFO [11:07:36.978] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:36.978] [bbotk] 1 77 TRUE gini 0.9411093 0.7222903 0
## INFO [11:07:36.978] [bbotk] errors runtime_learners uhash
## INFO [11:07:36.978] [bbotk] 0 0.398 00fc087c-f646-473a-8601-7de971dc3976
## INFO [11:07:36.981] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:36.990] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:36.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:37.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:37.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:37.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:37.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:37.504] [mlr3] Finished benchmark
## INFO [11:07:37.522] [bbotk] Result of batch 877:
## INFO [11:07:37.523] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:37.523] [bbotk] 3 33 TRUE extratrees 0.5206224 0.6956617 0
## INFO [11:07:37.523] [bbotk] errors runtime_learners uhash
## INFO [11:07:37.523] [bbotk] 0 0.486 b61b9121-8114-4aca-8e00-b0011d5f5021
## INFO [11:07:37.526] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:37.535] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:37.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:37.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:37.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:37.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:37.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:37.721] [mlr3] Finished benchmark
## INFO [11:07:37.751] [bbotk] Result of batch 878:
## INFO [11:07:37.752] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:37.752] [bbotk] 2 359 FALSE gini 0.1040463 0.6 0
## INFO [11:07:37.752] [bbotk] errors runtime_learners uhash
## INFO [11:07:37.752] [bbotk] 0 0.159 35edee7b-37ca-4ee9-b23f-f7685709823e
## INFO [11:07:37.754] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:37.763] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:37.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:37.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:37.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:37.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:37.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:37.989] [mlr3] Finished benchmark
## INFO [11:07:38.006] [bbotk] Result of batch 879:
## INFO [11:07:38.007] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:38.007] [bbotk] 2 287 TRUE extratrees 0.4412571 0.7314581 0
## INFO [11:07:38.007] [bbotk] errors runtime_learners uhash
## INFO [11:07:38.007] [bbotk] 0 0.201 816d12f3-9bf4-40ce-b07f-fec36ec0f276
## INFO [11:07:38.009] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:38.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:38.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:38.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:38.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:38.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:38.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:38.175] [mlr3] Finished benchmark
## INFO [11:07:38.202] [bbotk] Result of batch 880:
## INFO [11:07:38.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:38.203] [bbotk] 4 464 TRUE extratrees 0.125957 0.4 0
## INFO [11:07:38.203] [bbotk] errors runtime_learners uhash
## INFO [11:07:38.203] [bbotk] 0 0.135 59e68d5b-d2f8-47f4-af32-93ad8f045483
## INFO [11:07:38.207] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:38.216] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:38.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:38.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:38.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:38.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:38.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:38.610] [mlr3] Finished benchmark
## INFO [11:07:38.628] [bbotk] Result of batch 881:
## INFO [11:07:38.629] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:38.629] [bbotk] 3 211 TRUE gini 0.8428171 0.7047579 0
## INFO [11:07:38.629] [bbotk] errors runtime_learners uhash
## INFO [11:07:38.629] [bbotk] 0 0.369 897fc0ee-4293-4f3a-ab0d-6358b7ef6e04
## INFO [11:07:38.631] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:38.640] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:38.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:38.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:38.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:38.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:38.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:38.966] [mlr3] Finished benchmark
## INFO [11:07:38.994] [bbotk] Result of batch 882:
## INFO [11:07:38.995] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:38.995] [bbotk] 1 159 TRUE gini 0.7663807 0.695556 0
## INFO [11:07:38.995] [bbotk] errors runtime_learners uhash
## INFO [11:07:38.995] [bbotk] 0 0.301 c531b674-566c-4ce7-9120-1fbc9f36b0a8
## INFO [11:07:38.998] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:39.007] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:39.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:39.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:39.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:39.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:39.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:39.315] [mlr3] Finished benchmark
## INFO [11:07:39.332] [bbotk] Result of batch 883:
## INFO [11:07:39.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:39.333] [bbotk] 2 302 FALSE extratrees 0.8297047 0.7118297 0
## INFO [11:07:39.333] [bbotk] errors runtime_learners uhash
## INFO [11:07:39.333] [bbotk] 0 0.284 50de5abb-731e-435b-b2e6-91fb56fa2c63
## INFO [11:07:39.336] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:39.345] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:39.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:39.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:39.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:39.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:39.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:39.512] [mlr3] Finished benchmark
## INFO [11:07:39.540] [bbotk] Result of batch 884:
## INFO [11:07:39.542] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:39.542] [bbotk] 3 499 FALSE gini 0.4182004 0.6 0
## INFO [11:07:39.542] [bbotk] errors runtime_learners uhash
## INFO [11:07:39.542] [bbotk] 0 0.141 121fba36-89e1-46ce-9b41-ee5c9df818ba
## INFO [11:07:39.545] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:39.554] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:39.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:39.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:39.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:39.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:39.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:39.758] [mlr3] Finished benchmark
## INFO [11:07:39.777] [bbotk] Result of batch 885:
## INFO [11:07:39.778] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:39.778] [bbotk] 2 124 TRUE gini 0.210371 0.6726701 0
## INFO [11:07:39.778] [bbotk] errors runtime_learners uhash
## INFO [11:07:39.778] [bbotk] 0 0.178 d01d92e8-fd71-49bd-857c-6720a51efbb7
## INFO [11:07:39.780] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:39.789] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:39.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:39.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:39.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:39.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:40.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:40.100] [mlr3] Finished benchmark
## INFO [11:07:40.128] [bbotk] Result of batch 886:
## INFO [11:07:40.129] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:40.129] [bbotk] 1 199 TRUE gini 0.7429316 0.6937521 0
## INFO [11:07:40.129] [bbotk] errors runtime_learners uhash
## INFO [11:07:40.129] [bbotk] 0 0.285 4b03686a-7e11-4151-a66f-1a7bcf3d8666
## INFO [11:07:40.133] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:40.142] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:40.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:40.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:40.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:40.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:40.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:40.333] [mlr3] Finished benchmark
## INFO [11:07:40.351] [bbotk] Result of batch 887:
## INFO [11:07:40.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:40.352] [bbotk] 2 373 TRUE gini 0.4543266 0.6515058 0
## INFO [11:07:40.352] [bbotk] errors runtime_learners uhash
## INFO [11:07:40.352] [bbotk] 0 0.166 8c0a6bc4-ea92-4fa3-8be3-226b931716e3
## INFO [11:07:40.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:40.364] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:40.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:40.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:40.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:40.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:40.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:40.723] [mlr3] Finished benchmark
## INFO [11:07:40.751] [bbotk] Result of batch 888:
## INFO [11:07:40.753] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:40.753] [bbotk] 4 202 TRUE extratrees 0.617936 0.6971437 0
## INFO [11:07:40.753] [bbotk] errors runtime_learners uhash
## INFO [11:07:40.753] [bbotk] 0 0.332 654f6d0a-6665-492c-81f4-056e7be2a35b
## INFO [11:07:40.756] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:40.765] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:40.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:40.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:40.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:41.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:41.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:41.240] [mlr3] Finished benchmark
## INFO [11:07:41.258] [bbotk] Result of batch 889:
## INFO [11:07:41.259] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:41.259] [bbotk] 1 7 FALSE gini 0.2997145 0.7603139 0
## INFO [11:07:41.259] [bbotk] errors runtime_learners uhash
## INFO [11:07:41.259] [bbotk] 0 0.445 4359699e-83f8-468c-a66a-6edb3065616e
## INFO [11:07:41.261] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:41.270] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:41.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:41.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:41.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:41.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:41.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:41.458] [mlr3] Finished benchmark
## INFO [11:07:41.479] [bbotk] Result of batch 890:
## INFO [11:07:41.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:41.480] [bbotk] 3 254 FALSE gini 0.1878895 0.6 0
## INFO [11:07:41.480] [bbotk] errors runtime_learners uhash
## INFO [11:07:41.480] [bbotk] 0 0.157 c3f30e30-3a60-4d38-a96f-8e24b29fcb9c
## INFO [11:07:41.483] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:41.492] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:41.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:41.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:41.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:41.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:41.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:41.786] [mlr3] Finished benchmark
## INFO [11:07:41.804] [bbotk] Result of batch 891:
## INFO [11:07:41.805] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:41.805] [bbotk] 2 305 TRUE gini 0.7722949 0.6953695 0
## INFO [11:07:41.805] [bbotk] errors runtime_learners uhash
## INFO [11:07:41.805] [bbotk] 0 0.267 58541ca1-6660-4e0d-974d-8ff1dd29ec4b
## INFO [11:07:41.807] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:41.816] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:41.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:41.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:41.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:42.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:42.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:42.201] [mlr3] Finished benchmark
## INFO [11:07:42.226] [bbotk] Result of batch 892:
## INFO [11:07:42.227] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:42.227] [bbotk] 5 416 TRUE extratrees 0.8772906 0.7289536 0
## INFO [11:07:42.227] [bbotk] errors runtime_learners uhash
## INFO [11:07:42.227] [bbotk] 0 0.361 b94da277-fd94-4f93-9592-112451338322
## INFO [11:07:42.230] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:42.239] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:42.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:42.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:42.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:42.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:42.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:42.529] [mlr3] Finished benchmark
## INFO [11:07:42.546] [bbotk] Result of batch 893:
## INFO [11:07:42.547] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:42.547] [bbotk] 5 380 TRUE extratrees 0.6764628 0.7212422 0
## INFO [11:07:42.547] [bbotk] errors runtime_learners uhash
## INFO [11:07:42.547] [bbotk] 0 0.264 10d2d202-6358-4cfd-bb68-d937f937da6e
## INFO [11:07:42.550] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:42.559] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:42.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:42.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:42.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:42.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:42.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:42.847] [mlr3] Finished benchmark
## INFO [11:07:42.874] [bbotk] Result of batch 894:
## INFO [11:07:42.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:42.876] [bbotk] 3 202 TRUE gini 0.4478458 0.6952206 0
## INFO [11:07:42.876] [bbotk] errors runtime_learners uhash
## INFO [11:07:42.876] [bbotk] 0 0.259 76964eb7-0d2c-4e75-b680-9d36d5b8cc89
## INFO [11:07:42.880] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:42.897] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:42.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:42.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:43.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:43.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:43.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:43.186] [mlr3] Finished benchmark
## INFO [11:07:43.203] [bbotk] Result of batch 895:
## INFO [11:07:43.204] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:43.204] [bbotk] 5 343 TRUE gini 0.6529279 0.6949349 0
## INFO [11:07:43.204] [bbotk] errors runtime_learners uhash
## INFO [11:07:43.204] [bbotk] 0 0.261 f6b58f95-a385-46f4-8675-25e25dd16c95
## INFO [11:07:43.207] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:43.216] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:43.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:43.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:43.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:43.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:43.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:43.593] [mlr3] Finished benchmark
## INFO [11:07:43.611] [bbotk] Result of batch 896:
## INFO [11:07:43.612] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:43.612] [bbotk] 1 224 TRUE extratrees 0.9236774 0.7081963 0
## INFO [11:07:43.612] [bbotk] errors runtime_learners uhash
## INFO [11:07:43.612] [bbotk] 0 0.353 8d27dacd-c425-4dd5-a9c0-a1803c3def20
## INFO [11:07:43.614] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:43.634] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:43.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:43.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:43.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:43.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:43.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:43.899] [mlr3] Finished benchmark
## INFO [11:07:43.917] [bbotk] Result of batch 897:
## INFO [11:07:43.918] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:43.918] [bbotk] 5 431 FALSE gini 0.8707704 0.7277155 0
## INFO [11:07:43.918] [bbotk] errors runtime_learners uhash
## INFO [11:07:43.918] [bbotk] 0 0.233 76a12158-290c-4df8-9fec-dda39c10e265
## INFO [11:07:43.920] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:43.929] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:43.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:43.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:44.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:44.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:44.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:44.251] [mlr3] Finished benchmark
## INFO [11:07:44.269] [bbotk] Result of batch 898:
## INFO [11:07:44.269] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:44.269] [bbotk] 1 197 FALSE extratrees 0.6675632 0.7120481 0
## INFO [11:07:44.269] [bbotk] errors runtime_learners uhash
## INFO [11:07:44.269] [bbotk] 0 0.296 8a36aaf8-9006-4170-84a4-7c722643674f
## INFO [11:07:44.272] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:44.281] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:44.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:44.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:44.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:44.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:44.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:44.483] [mlr3] Finished benchmark
## INFO [11:07:44.501] [bbotk] Result of batch 899:
## INFO [11:07:44.502] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:44.502] [bbotk] 1 338 TRUE gini 0.3973781 0.6630633 0
## INFO [11:07:44.502] [bbotk] errors runtime_learners uhash
## INFO [11:07:44.502] [bbotk] 0 0.166 3981eefd-dff4-422d-afa4-676b9fea5bde
## INFO [11:07:44.504] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:44.513] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:44.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:44.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:44.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:44.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:45.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:45.166] [mlr3] Finished benchmark
## INFO [11:07:45.184] [bbotk] Result of batch 900:
## INFO [11:07:45.185] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:45.185] [bbotk] 4 47 TRUE gini 0.8416908 0.7556452 0
## INFO [11:07:45.185] [bbotk] errors runtime_learners uhash
## INFO [11:07:45.185] [bbotk] 0 0.623 c95b86d0-f390-42b4-9349-4fd4b17ac87a
## INFO [11:07:45.187] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:45.196] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:45.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:45.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:45.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:45.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:45.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:45.507] [mlr3] Finished benchmark
## INFO [11:07:45.525] [bbotk] Result of batch 901:
## INFO [11:07:45.526] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:45.526] [bbotk] 3 58 FALSE gini 0.1192331 0.6896762 0
## INFO [11:07:45.526] [bbotk] errors runtime_learners uhash
## INFO [11:07:45.526] [bbotk] 0 0.261 340c972b-fcb3-4759-9d2a-7848664c3cb6
## INFO [11:07:45.528] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:45.537] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:45.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:45.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:45.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:45.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:45.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:45.857] [mlr3] Finished benchmark
## INFO [11:07:45.875] [bbotk] Result of batch 902:
## INFO [11:07:45.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:45.876] [bbotk] 1 168 TRUE gini 0.7551608 0.6959234 0
## INFO [11:07:45.876] [bbotk] errors runtime_learners uhash
## INFO [11:07:45.876] [bbotk] 0 0.295 8c087099-0167-4d96-9eee-3784b6f64ee9
## INFO [11:07:45.879] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:45.888] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:45.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:45.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:46.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:46.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:46.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:46.273] [mlr3] Finished benchmark
## INFO [11:07:46.291] [bbotk] Result of batch 903:
## INFO [11:07:46.292] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:46.292] [bbotk] 2 282 TRUE extratrees 0.9160299 0.7081587 0
## INFO [11:07:46.292] [bbotk] errors runtime_learners uhash
## INFO [11:07:46.292] [bbotk] 0 0.349 8ddb0bf4-004a-4229-80a4-090682cf1738
## INFO [11:07:46.294] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:46.303] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:46.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:46.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:46.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:46.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:46.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:46.546] [mlr3] Finished benchmark
## INFO [11:07:46.564] [bbotk] Result of batch 904:
## INFO [11:07:46.565] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:46.565] [bbotk] 1 343 FALSE gini 0.8967617 0.6937819 0
## INFO [11:07:46.565] [bbotk] errors runtime_learners uhash
## INFO [11:07:46.565] [bbotk] 0 0.221 e2f4ed3b-fa16-44d9-ac7b-c6e6cd58d889
## INFO [11:07:46.567] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:46.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:46.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:46.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:46.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:46.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:46.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:46.852] [mlr3] Finished benchmark
## INFO [11:07:46.873] [bbotk] Result of batch 905:
## INFO [11:07:46.874] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:46.874] [bbotk] 4 361 TRUE extratrees 0.6051379 0.7271518 0
## INFO [11:07:46.874] [bbotk] errors runtime_learners uhash
## INFO [11:07:46.874] [bbotk] 0 0.242 11654ea2-faf3-430f-95c5-fa5f9c51e2f3
## INFO [11:07:46.876] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:46.885] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:46.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:47.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:47.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:47.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:47.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:47.638] [mlr3] Finished benchmark
## INFO [11:07:47.656] [bbotk] Result of batch 906:
## INFO [11:07:47.657] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:47.657] [bbotk] 4 34 FALSE gini 0.973942 0.7934625 0
## INFO [11:07:47.657] [bbotk] errors runtime_learners uhash
## INFO [11:07:47.657] [bbotk] 0 0.727 d1e248fd-3037-4a2c-824c-9f1a40ae5d0d
## INFO [11:07:47.659] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:47.668] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:47.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:47.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:47.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:47.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:47.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:47.876] [mlr3] Finished benchmark
## INFO [11:07:47.896] [bbotk] Result of batch 907:
## INFO [11:07:47.897] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:47.897] [bbotk] 2 410 TRUE gini 0.5231043 0.6515058 0
## INFO [11:07:47.897] [bbotk] errors runtime_learners uhash
## INFO [11:07:47.897] [bbotk] 0 0.173 8d0ebda1-52b6-48f5-994d-42f18ffad2c9
## INFO [11:07:47.899] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:47.908] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:47.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:47.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:47.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:48.038] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:48.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:48.121] [mlr3] Finished benchmark
## INFO [11:07:48.139] [bbotk] Result of batch 908:
## INFO [11:07:48.140] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:48.140] [bbotk] 5 345 TRUE gini 0.4160043 0.6650835 0
## INFO [11:07:48.140] [bbotk] errors runtime_learners uhash
## INFO [11:07:48.140] [bbotk] 0 0.186 47209dc4-0908-4b49-94f7-133d765e621a
## INFO [11:07:48.142] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:48.151] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:48.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:48.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:48.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:48.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:48.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:48.313] [mlr3] Finished benchmark
## INFO [11:07:48.338] [bbotk] Result of batch 909:
## INFO [11:07:48.339] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:48.339] [bbotk] 3 433 TRUE extratrees 0.2296351 0.4 0
## INFO [11:07:48.339] [bbotk] errors runtime_learners uhash
## INFO [11:07:48.339] [bbotk] 0 0.13 1ddc4251-764f-45cc-932e-c9798cbbbfc3
## INFO [11:07:48.342] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:48.351] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:48.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:48.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:48.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:48.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:48.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:48.531] [mlr3] Finished benchmark
## INFO [11:07:48.549] [bbotk] Result of batch 910:
## INFO [11:07:48.550] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:48.550] [bbotk] 1 319 TRUE gini 0.3822108 0.6610431 0
## INFO [11:07:48.550] [bbotk] errors runtime_learners uhash
## INFO [11:07:48.550] [bbotk] 0 0.157 b26fab2c-31fc-4423-9274-1e8d652023b0
## INFO [11:07:48.552] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:48.562] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:48.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:48.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:48.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:48.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:48.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:48.758] [mlr3] Finished benchmark
## INFO [11:07:48.788] [bbotk] Result of batch 911:
## INFO [11:07:48.789] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:48.789] [bbotk] 2 490 TRUE extratrees 0.596678 0.7151085 0
## INFO [11:07:48.789] [bbotk] errors runtime_learners uhash
## INFO [11:07:48.789] [bbotk] 0 0.173 022b2963-052c-4038-8e77-49f6fe2fb506
## INFO [11:07:48.793] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:48.804] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:48.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:48.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:48.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:48.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:49.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:49.048] [mlr3] Finished benchmark
## INFO [11:07:49.066] [bbotk] Result of batch 912:
## INFO [11:07:49.067] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:49.067] [bbotk] 5 475 TRUE gini 0.8018398 0.6650835 0
## INFO [11:07:49.067] [bbotk] errors runtime_learners uhash
## INFO [11:07:49.067] [bbotk] 0 0.22 a736698c-adbb-4aef-b985-04703d7cb322
## INFO [11:07:49.069] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:49.078] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:49.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:49.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:49.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:49.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:49.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:49.336] [mlr3] Finished benchmark
## INFO [11:07:49.362] [bbotk] Result of batch 913:
## INFO [11:07:49.363] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:49.363] [bbotk] 2 126 TRUE gini 0.3186123 0.6934167 0
## INFO [11:07:49.363] [bbotk] errors runtime_learners uhash
## INFO [11:07:49.363] [bbotk] 0 0.234 890e6413-523c-4b3e-a7eb-bd8fc8f3c0c2
## INFO [11:07:49.367] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:49.381] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:49.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:49.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:49.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:49.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:49.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:49.796] [mlr3] Finished benchmark
## INFO [11:07:49.814] [bbotk] Result of batch 914:
## INFO [11:07:49.814] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:49.814] [bbotk] 5 264 TRUE extratrees 0.8075925 0.693689 0
## INFO [11:07:49.814] [bbotk] errors runtime_learners uhash
## INFO [11:07:49.814] [bbotk] 0 0.389 903e69cb-19db-4956-a783-3315676f6893
## INFO [11:07:49.817] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:49.826] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:49.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:49.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:49.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:50.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:50.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:50.209] [mlr3] Finished benchmark
## INFO [11:07:50.238] [bbotk] Result of batch 915:
## INFO [11:07:50.240] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:50.240] [bbotk] 1 50 TRUE extratrees 0.4200931 0.6863428 0
## INFO [11:07:50.240] [bbotk] errors runtime_learners uhash
## INFO [11:07:50.240] [bbotk] 0 0.359 72b2db96-a976-4830-b4db-10a6bbebcd28
## INFO [11:07:50.244] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:50.257] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:50.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:50.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:50.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:50.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:50.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:50.692] [mlr3] Finished benchmark
## INFO [11:07:50.710] [bbotk] Result of batch 916:
## INFO [11:07:50.711] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:50.711] [bbotk] 5 196 TRUE gini 0.737712 0.7069533 0
## INFO [11:07:50.711] [bbotk] errors runtime_learners uhash
## INFO [11:07:50.711] [bbotk] 0 0.41 50f5e611-f912-4a2b-bdb7-751023113212
## INFO [11:07:50.713] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:50.722] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:50.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:50.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:50.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:51.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:51.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:51.189] [mlr3] Finished benchmark
## INFO [11:07:51.220] [bbotk] Result of batch 917:
## INFO [11:07:51.222] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:51.222] [bbotk] 5 24 FALSE extratrees 0.278748 0.6993348 0
## INFO [11:07:51.222] [bbotk] errors runtime_learners uhash
## INFO [11:07:51.222] [bbotk] 0 0.441 7b1d76d3-4283-4b8c-a500-c6e9d2f15df4
## INFO [11:07:51.225] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:51.237] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:51.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:51.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:51.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:51.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:51.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:51.420] [mlr3] Finished benchmark
## INFO [11:07:51.438] [bbotk] Result of batch 918:
## INFO [11:07:51.438] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:51.438] [bbotk] 5 325 FALSE extratrees 0.1192866 0.6 0
## INFO [11:07:51.438] [bbotk] errors runtime_learners uhash
## INFO [11:07:51.438] [bbotk] 0 0.16 f34fc9cf-34df-4ef5-8786-f5d62617aa31
## INFO [11:07:51.441] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:51.450] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:51.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:51.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:51.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:51.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:51.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:51.610] [mlr3] Finished benchmark
## INFO [11:07:51.636] [bbotk] Result of batch 919:
## INFO [11:07:51.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:51.638] [bbotk] 1 442 FALSE extratrees 0.4711206 0.6 0
## INFO [11:07:51.638] [bbotk] errors runtime_learners uhash
## INFO [11:07:51.638] [bbotk] 0 0.136 6c0ebffe-e187-416e-a5ce-5a662054fba3
## INFO [11:07:51.642] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:51.656] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:51.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:51.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:51.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:51.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:51.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:51.832] [mlr3] Finished benchmark
## INFO [11:07:51.850] [bbotk] Result of batch 920:
## INFO [11:07:51.851] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:51.851] [bbotk] 3 333 FALSE extratrees 0.212116 0.6990991 0
## INFO [11:07:51.851] [bbotk] errors runtime_learners uhash
## INFO [11:07:51.851] [bbotk] 0 0.151 3a7a5a52-09fe-4942-b929-3742fb88416b
## INFO [11:07:51.853] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:51.863] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:51.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:51.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:51.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:52.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:52.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:52.125] [mlr3] Finished benchmark
## INFO [11:07:52.149] [bbotk] Result of batch 921:
## INFO [11:07:52.151] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:52.151] [bbotk] 2 300 FALSE extratrees 0.5683327 0.7344937 0
## INFO [11:07:52.151] [bbotk] errors runtime_learners uhash
## INFO [11:07:52.151] [bbotk] 0 0.237 fa252649-c1fb-4b1d-94de-e6e247f52cc9
## INFO [11:07:52.155] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:52.170] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:52.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:52.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:52.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:52.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:52.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:52.424] [mlr3] Finished benchmark
## INFO [11:07:52.442] [bbotk] Result of batch 922:
## INFO [11:07:52.443] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:52.443] [bbotk] 5 433 TRUE extratrees 0.6269034 0.7137251 0
## INFO [11:07:52.443] [bbotk] errors runtime_learners uhash
## INFO [11:07:52.443] [bbotk] 0 0.229 537169a2-ff74-4cfd-bce2-21ea58331392
## INFO [11:07:52.445] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:52.454] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:52.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:52.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:52.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:52.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:52.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:52.608] [mlr3] Finished benchmark
## INFO [11:07:52.626] [bbotk] Result of batch 923:
## INFO [11:07:52.633] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:52.633] [bbotk] 1 329 TRUE extratrees 0.2257745 0.6 0
## INFO [11:07:52.633] [bbotk] errors runtime_learners uhash
## INFO [11:07:52.633] [bbotk] 0 0.128 93bd3628-1ef7-4da4-be81-7bdb54b8edf0
## INFO [11:07:52.637] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:52.654] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:52.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:52.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:52.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:52.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:52.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:52.934] [mlr3] Finished benchmark
## INFO [11:07:52.952] [bbotk] Result of batch 924:
## INFO [11:07:52.953] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:52.953] [bbotk] 4 336 FALSE extratrees 0.6535267 0.7268682 0
## INFO [11:07:52.953] [bbotk] errors runtime_learners uhash
## INFO [11:07:52.953] [bbotk] 0 0.256 328adf6d-77d1-4a28-b2e5-d01570f3c884
## INFO [11:07:52.955] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:52.964] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:52.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:52.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:53.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:53.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:53.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:53.119] [mlr3] Finished benchmark
## INFO [11:07:53.138] [bbotk] Result of batch 925:
## INFO [11:07:53.139] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:53.139] [bbotk] 3 262 TRUE extratrees 0.1108182 0.6 0
## INFO [11:07:53.139] [bbotk] errors runtime_learners uhash
## INFO [11:07:53.139] [bbotk] 0 0.132 eefdd323-d573-4e0c-acd5-8ddd6d7b221d
## INFO [11:07:53.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:53.165] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:53.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:53.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:53.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:53.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:53.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:53.476] [mlr3] Finished benchmark
## INFO [11:07:53.494] [bbotk] Result of batch 926:
## INFO [11:07:53.495] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:53.495] [bbotk] 1 240 TRUE gini 0.9154236 0.6900138 0
## INFO [11:07:53.495] [bbotk] errors runtime_learners uhash
## INFO [11:07:53.495] [bbotk] 0 0.283 77939fc4-2103-4ab5-b126-2fa5023c52dc
## INFO [11:07:53.497] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:53.506] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:53.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:53.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:53.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:53.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:53.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:53.801] [mlr3] Finished benchmark
## INFO [11:07:53.826] [bbotk] Result of batch 927:
## INFO [11:07:53.827] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:53.827] [bbotk] 1 114 TRUE extratrees 0.3626533 0.7175152 0
## INFO [11:07:53.827] [bbotk] errors runtime_learners uhash
## INFO [11:07:53.827] [bbotk] 0 0.269 1c904828-64db-445d-858a-15fe701abba4
## INFO [11:07:53.831] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:53.848] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:53.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:53.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:54.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:54.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:54.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:54.344] [mlr3] Finished benchmark
## INFO [11:07:54.362] [bbotk] Result of batch 928:
## INFO [11:07:54.363] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:54.363] [bbotk] 4 143 TRUE extratrees 0.8058524 0.6781131 0
## INFO [11:07:54.363] [bbotk] errors runtime_learners uhash
## INFO [11:07:54.363] [bbotk] 0 0.473 0c80ce37-e0de-4978-a629-69a8d34a9c95
## INFO [11:07:54.365] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:54.374] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:54.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:54.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:54.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:54.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:54.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:54.619] [mlr3] Finished benchmark
## INFO [11:07:54.646] [bbotk] Result of batch 929:
## INFO [11:07:54.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:54.647] [bbotk] 1 340 FALSE gini 0.8955673 0.6937819 0
## INFO [11:07:54.647] [bbotk] errors runtime_learners uhash
## INFO [11:07:54.647] [bbotk] 0 0.222 dedcd571-9da4-40ea-8239-64b3be210217
## INFO [11:07:54.651] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:54.666] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:54.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:54.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:54.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:54.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:54.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:54.914] [mlr3] Finished benchmark
## INFO [11:07:54.932] [bbotk] Result of batch 930:
## INFO [11:07:54.933] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:54.933] [bbotk] 1 332 FALSE gini 0.9871939 0.695651 0
## INFO [11:07:54.933] [bbotk] errors runtime_learners uhash
## INFO [11:07:54.933] [bbotk] 0 0.224 eefb24a1-1c45-488b-903f-1f7aa273de5e
## INFO [11:07:54.935] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:54.945] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:54.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:55.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:55.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:55.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:55.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:55.205] [mlr3] Finished benchmark
## INFO [11:07:55.233] [bbotk] Result of batch 931:
## INFO [11:07:55.234] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:55.234] [bbotk] 3 260 FALSE gini 0.4821346 0.6914802 0
## INFO [11:07:55.234] [bbotk] errors runtime_learners uhash
## INFO [11:07:55.234] [bbotk] 0 0.237 1220bc4e-b1f3-4f2b-a54c-003a8eff6bcc
## INFO [11:07:55.238] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:55.252] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:55.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:55.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:55.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:55.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:55.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:55.601] [mlr3] Finished benchmark
## INFO [11:07:55.619] [bbotk] Result of batch 932:
## INFO [11:07:55.620] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:55.620] [bbotk] 2 190 FALSE gini 0.8166677 0.7034184 0
## INFO [11:07:55.620] [bbotk] errors runtime_learners uhash
## INFO [11:07:55.620] [bbotk] 0 0.324 0574c106-a968-46c7-b3e9-b11d4581eb7d
## INFO [11:07:55.622] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:55.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:55.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:55.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:55.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:55.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:55.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:55.908] [mlr3] Finished benchmark
## INFO [11:07:55.938] [bbotk] Result of batch 933:
## INFO [11:07:55.940] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:55.940] [bbotk] 2 121 FALSE extratrees 0.2816817 0.7267603 0
## INFO [11:07:55.940] [bbotk] errors runtime_learners uhash
## INFO [11:07:55.940] [bbotk] 0 0.25 cc67af3f-0864-4359-ba2b-ed1548835777
## INFO [11:07:55.944] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:55.955] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:55.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:56.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:56.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:56.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:56.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:56.259] [mlr3] Finished benchmark
## INFO [11:07:56.276] [bbotk] Result of batch 934:
## INFO [11:07:56.277] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:56.277] [bbotk] 4 350 FALSE gini 0.9035653 0.7315751 0
## INFO [11:07:56.277] [bbotk] errors runtime_learners uhash
## INFO [11:07:56.277] [bbotk] 0 0.278 6bc98c88-9d95-449f-b49b-ff151ab9fd42
## INFO [11:07:56.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:56.289] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:56.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:56.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:56.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:56.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:56.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:56.620] [mlr3] Finished benchmark
## INFO [11:07:56.645] [bbotk] Result of batch 935:
## INFO [11:07:56.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:56.647] [bbotk] 1 329 FALSE extratrees 0.9321915 0.7236056 0
## INFO [11:07:56.647] [bbotk] errors runtime_learners uhash
## INFO [11:07:56.647] [bbotk] 0 0.279 6ff00204-c0fe-4a0f-aa6f-fd15e0743c38
## INFO [11:07:56.651] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:56.667] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:56.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:56.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:56.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:56.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:57.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:57.169] [mlr3] Finished benchmark
## INFO [11:07:57.187] [bbotk] Result of batch 936:
## INFO [11:07:57.188] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:57.188] [bbotk] 2 79 TRUE extratrees 0.79502 0.688212 0
## INFO [11:07:57.188] [bbotk] errors runtime_learners uhash
## INFO [11:07:57.188] [bbotk] 0 0.475 e5189563-0e32-4ec7-9984-7edc98338351
## INFO [11:07:57.190] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:57.199] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:57.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:57.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:57.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:57.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:57.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:57.353] [mlr3] Finished benchmark
## INFO [11:07:57.380] [bbotk] Result of batch 937:
## INFO [11:07:57.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:57.382] [bbotk] 3 317 TRUE gini 0.1894065 0.6 0
## INFO [11:07:57.382] [bbotk] errors runtime_learners uhash
## INFO [11:07:57.382] [bbotk] 0 0.128 6efaa036-1bd5-49a0-93bf-40b4f5a5e76e
## INFO [11:07:57.385] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:57.403] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:57.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:57.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:57.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:57.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:57.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:57.590] [mlr3] Finished benchmark
## INFO [11:07:57.608] [bbotk] Result of batch 938:
## INFO [11:07:57.609] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:57.609] [bbotk] 1 430 FALSE extratrees 0.1343133 0.4 0
## INFO [11:07:57.609] [bbotk] errors runtime_learners uhash
## INFO [11:07:57.609] [bbotk] 0 0.16 50b7143a-6676-4dba-853e-e665720df50d
## INFO [11:07:57.611] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:57.620] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:57.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:57.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:57.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:57.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:57.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:57.774] [mlr3] Finished benchmark
## INFO [11:07:57.792] [bbotk] Result of batch 939:
## INFO [11:07:57.793] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:57.793] [bbotk] 1 203 TRUE gini 0.2283082 0.4 0
## INFO [11:07:57.793] [bbotk] errors runtime_learners uhash
## INFO [11:07:57.793] [bbotk] 0 0.13 8719a0fa-8a32-4ab5-bd42-0773b5ec8a1b
## INFO [11:07:57.795] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:57.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:57.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:57.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:58.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:58.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:58.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:58.539] [mlr3] Finished benchmark
## INFO [11:07:58.557] [bbotk] Result of batch 940:
## INFO [11:07:58.558] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:58.558] [bbotk] 5 51 TRUE gini 0.8682262 0.755697 0
## INFO [11:07:58.558] [bbotk] errors runtime_learners uhash
## INFO [11:07:58.558] [bbotk] 0 0.694 bc19d0a9-277e-4992-b68e-ee9781ac370e
## INFO [11:07:58.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:58.570] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:58.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:58.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:58.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:58.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:58.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:58.853] [mlr3] Finished benchmark
## INFO [11:07:58.871] [bbotk] Result of batch 941:
## INFO [11:07:58.872] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:58.872] [bbotk] 1 63 FALSE extratrees 0.1686259 0.7287784 0
## INFO [11:07:58.872] [bbotk] errors runtime_learners uhash
## INFO [11:07:58.872] [bbotk] 0 0.256 2e83d332-5ec8-418d-b2c1-214599d3fcdc
## INFO [11:07:58.874] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:58.891] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:58.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:59.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:59.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:59.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:59.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:59.420] [mlr3] Finished benchmark
## INFO [11:07:59.438] [bbotk] Result of batch 942:
## INFO [11:07:59.439] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:59.439] [bbotk] 4 42 TRUE extratrees 0.4931175 0.6993348 0
## INFO [11:07:59.439] [bbotk] errors runtime_learners uhash
## INFO [11:07:59.439] [bbotk] 0 0.496 a1ca9120-0b7e-4803-b056-fe77fa4f2e2f
## INFO [11:07:59.441] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:59.450] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:59.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:59.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:07:59.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:07:59.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:07:59.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:07:59.749] [mlr3] Finished benchmark
## INFO [11:07:59.767] [bbotk] Result of batch 943:
## INFO [11:07:59.768] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:07:59.768] [bbotk] 5 471 FALSE extratrees 0.9069462 0.7286834 0
## INFO [11:07:59.768] [bbotk] errors runtime_learners uhash
## INFO [11:07:59.768] [bbotk] 0 0.272 3355c743-fc71-49af-8b8e-b9c1dc2b4354
## INFO [11:07:59.770] [bbotk] Evaluating 1 configuration(s)
## INFO [11:07:59.779] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:07:59.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:07:59.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:00.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:00.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:00.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:00.419] [mlr3] Finished benchmark
## INFO [11:08:00.437] [bbotk] Result of batch 944:
## INFO [11:08:00.437] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:00.437] [bbotk] 5 81 TRUE gini 0.8331442 0.7367189 0
## INFO [11:08:00.437] [bbotk] errors runtime_learners uhash
## INFO [11:08:00.437] [bbotk] 0 0.604 611f001b-30ea-4967-8a47-bc3608cfa26a
## INFO [11:08:00.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:00.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:00.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:00.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:00.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:00.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:00.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:00.600] [mlr3] Finished benchmark
## INFO [11:08:00.618] [bbotk] Result of batch 945:
## INFO [11:08:00.619] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:00.619] [bbotk] 5 459 TRUE extratrees 0.435871 0.6 0
## INFO [11:08:00.619] [bbotk] errors runtime_learners uhash
## INFO [11:08:00.619] [bbotk] 0 0.127 f5979a4a-e3a3-400f-a68c-764e1f7f818f
## INFO [11:08:00.621] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:00.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:00.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:00.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:00.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:00.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:01.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:01.110] [mlr3] Finished benchmark
## INFO [11:08:01.129] [bbotk] Result of batch 946:
## INFO [11:08:01.130] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:01.130] [bbotk] 5 183 TRUE extratrees 0.7259123 0.6900159 0
## INFO [11:08:01.130] [bbotk] errors runtime_learners uhash
## INFO [11:08:01.130] [bbotk] 0 0.438 451da490-06e2-42d8-8172-4ce2351ff20e
## INFO [11:08:01.132] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:01.141] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:01.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:01.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:01.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:01.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:01.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:01.296] [mlr3] Finished benchmark
## INFO [11:08:01.314] [bbotk] Result of batch 947:
## INFO [11:08:01.315] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:01.315] [bbotk] 3 315 TRUE gini 0.1564346 0.4 0
## INFO [11:08:01.315] [bbotk] errors runtime_learners uhash
## INFO [11:08:01.315] [bbotk] 0 0.128 c1debdfe-fb0a-41ef-b05d-d2c3484b6f6f
## INFO [11:08:01.317] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:01.327] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:01.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:01.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:01.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:01.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:01.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:01.636] [mlr3] Finished benchmark
## INFO [11:08:01.656] [bbotk] Result of batch 948:
## INFO [11:08:01.657] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:01.657] [bbotk] 3 364 FALSE extratrees 0.7710759 0.7308767 0
## INFO [11:08:01.657] [bbotk] errors runtime_learners uhash
## INFO [11:08:01.657] [bbotk] 0 0.268 aa7bb6ef-7218-4b23-b8de-18608c4e174f
## INFO [11:08:01.660] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:01.669] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:01.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:01.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:01.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:01.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:02.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:02.163] [mlr3] Finished benchmark
## INFO [11:08:02.181] [bbotk] Result of batch 949:
## INFO [11:08:02.182] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:02.182] [bbotk] 2 3 TRUE extratrees 0.2133462 0.7439232 0
## INFO [11:08:02.182] [bbotk] errors runtime_learners uhash
## INFO [11:08:02.182] [bbotk] 0 0.468 43010d9e-71af-4375-b803-c8d9c81dc694
## INFO [11:08:02.185] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:02.194] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:02.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:02.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:02.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:02.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:02.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:02.571] [mlr3] Finished benchmark
## INFO [11:08:02.589] [bbotk] Result of batch 950:
## INFO [11:08:02.590] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:02.590] [bbotk] 2 126 TRUE gini 0.5884394 0.7026838 0
## INFO [11:08:02.590] [bbotk] errors runtime_learners uhash
## INFO [11:08:02.590] [bbotk] 0 0.334 60dab2e3-0d27-45cc-829b-09e175d47376
## INFO [11:08:02.593] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:02.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:02.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:02.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:02.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:02.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:02.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:02.891] [mlr3] Finished benchmark
## INFO [11:08:02.909] [bbotk] Result of batch 951:
## INFO [11:08:02.910] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:02.910] [bbotk] 3 372 TRUE gini 0.7891564 0.6955206 0
## INFO [11:08:02.910] [bbotk] errors runtime_learners uhash
## INFO [11:08:02.910] [bbotk] 0 0.262 004e9b9c-2c42-4227-bcca-fb6f895796e2
## INFO [11:08:02.913] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:02.922] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:02.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:02.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:03.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:03.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:03.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:03.174] [mlr3] Finished benchmark
## INFO [11:08:03.193] [bbotk] Result of batch 952:
## INFO [11:08:03.193] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:03.193] [bbotk] 1 405 FALSE gini 0.7911198 0.6881878 0
## INFO [11:08:03.193] [bbotk] errors runtime_learners uhash
## INFO [11:08:03.193] [bbotk] 0 0.21 4e80de2d-f9fe-4ee0-84c4-49ad5aba1f8e
## INFO [11:08:03.196] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:03.205] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:03.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:03.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:03.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:03.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:03.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:03.612] [mlr3] Finished benchmark
## INFO [11:08:03.630] [bbotk] Result of batch 953:
## INFO [11:08:03.631] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:03.631] [bbotk] 4 162 FALSE extratrees 0.6788946 0.6920361 0
## INFO [11:08:03.631] [bbotk] errors runtime_learners uhash
## INFO [11:08:03.631] [bbotk] 0 0.382 f377f988-9ab9-4385-8b78-29ebe2d81fb0
## INFO [11:08:03.633] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:03.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:03.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:03.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:03.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:03.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:03.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:03.893] [mlr3] Finished benchmark
## INFO [11:08:03.913] [bbotk] Result of batch 954:
## INFO [11:08:03.914] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:03.914] [bbotk] 4 366 FALSE gini 0.5345322 0.6572941 0
## INFO [11:08:03.914] [bbotk] errors runtime_learners uhash
## INFO [11:08:03.914] [bbotk] 0 0.214 c12fae21-adca-4641-8f0c-0ea0da414659
## INFO [11:08:03.916] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:03.925] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:03.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:04.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:04.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:04.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:04.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:04.338] [mlr3] Finished benchmark
## INFO [11:08:04.356] [bbotk] Result of batch 955:
## INFO [11:08:04.357] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:04.357] [bbotk] 5 230 FALSE extratrees 0.771557 0.6920361 0
## INFO [11:08:04.357] [bbotk] errors runtime_learners uhash
## INFO [11:08:04.357] [bbotk] 0 0.388 38924735-6f1b-47da-a959-b5bd7680535b
## INFO [11:08:04.360] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:04.369] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:04.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:04.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:04.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:04.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:04.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:05.147] [mlr3] Finished benchmark
## INFO [11:08:05.166] [bbotk] Result of batch 956:
## INFO [11:08:05.167] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:05.167] [bbotk] 5 12 TRUE extratrees 0.5297244 0.7737016 0
## INFO [11:08:05.167] [bbotk] errors runtime_learners uhash
## INFO [11:08:05.167] [bbotk] 0 0.742 a1450d6a-81e6-4a90-98b9-2fb5ddd8c937
## INFO [11:08:05.169] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:05.178] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:05.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:05.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:05.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:05.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:05.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:05.390] [mlr3] Finished benchmark
## INFO [11:08:05.408] [bbotk] Result of batch 957:
## INFO [11:08:05.409] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:05.409] [bbotk] 5 307 TRUE extratrees 0.4037964 0.6990781 0
## INFO [11:08:05.409] [bbotk] errors runtime_learners uhash
## INFO [11:08:05.409] [bbotk] 0 0.188 24c9a206-a879-4b40-8374-8675fd5eb5de
## INFO [11:08:05.411] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:05.420] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:05.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:05.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:05.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:05.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:05.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:05.925] [mlr3] Finished benchmark
## INFO [11:08:05.944] [bbotk] Result of batch 958:
## INFO [11:08:05.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:05.944] [bbotk] 1 17 FALSE extratrees 0.3948878 0.6918156 0
## INFO [11:08:05.944] [bbotk] errors runtime_learners uhash
## INFO [11:08:05.944] [bbotk] 0 0.471 c5798826-5e63-4fb1-8152-07ba9b9d8cb8
## INFO [11:08:05.947] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:05.956] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:05.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:05.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:06.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:06.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:06.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:06.126] [mlr3] Finished benchmark
## INFO [11:08:06.145] [bbotk] Result of batch 959:
## INFO [11:08:06.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:06.146] [bbotk] 1 476 FALSE extratrees 0.3214516 0.6 0
## INFO [11:08:06.146] [bbotk] errors runtime_learners uhash
## INFO [11:08:06.146] [bbotk] 0 0.145 a6d39a33-4340-48ff-85e2-ba2a93b41339
## INFO [11:08:06.148] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:06.171] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:06.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:06.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:06.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:06.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:06.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:06.649] [mlr3] Finished benchmark
## INFO [11:08:06.667] [bbotk] Result of batch 960:
## INFO [11:08:06.668] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:06.668] [bbotk] 3 148 FALSE extratrees 0.931824 0.6825208 0
## INFO [11:08:06.668] [bbotk] errors runtime_learners uhash
## INFO [11:08:06.668] [bbotk] 0 0.444 d1c61289-68c8-4c12-be06-48b6c87df166
## INFO [11:08:06.670] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:06.679] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:06.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:06.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:06.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:06.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:06.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:06.954] [mlr3] Finished benchmark
## INFO [11:08:06.981] [bbotk] Result of batch 961:
## INFO [11:08:06.982] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:06.982] [bbotk] 1 209 FALSE gini 0.6534974 0.6919127 0
## INFO [11:08:06.982] [bbotk] errors runtime_learners uhash
## INFO [11:08:06.982] [bbotk] 0 0.251 52d91d97-e7b1-47a4-939b-201a00458692
## INFO [11:08:06.986] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:07.004] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:07.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:07.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:07.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:07.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:07.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:07.265] [mlr3] Finished benchmark
## INFO [11:08:07.283] [bbotk] Result of batch 962:
## INFO [11:08:07.284] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:07.284] [bbotk] 4 64 TRUE extratrees 0.1703839 0.7077914 0
## INFO [11:08:07.284] [bbotk] errors runtime_learners uhash
## INFO [11:08:07.284] [bbotk] 0 0.233 8de3e99d-b5c2-4fff-b3fc-7e8679c2ec45
## INFO [11:08:07.286] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:07.296] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:07.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:07.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:07.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:07.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:07.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:07.559] [mlr3] Finished benchmark
## INFO [11:08:07.590] [bbotk] Result of batch 963:
## INFO [11:08:07.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:07.592] [bbotk] 4 143 TRUE gini 0.3030472 0.6949349 0
## INFO [11:08:07.592] [bbotk] errors runtime_learners uhash
## INFO [11:08:07.592] [bbotk] 0 0.235 40e72b39-a1d6-4256-bb88-3dd74a91f244
## INFO [11:08:07.596] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:07.611] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:07.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:07.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:07.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:07.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:07.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:07.911] [mlr3] Finished benchmark
## INFO [11:08:07.929] [bbotk] Result of batch 964:
## INFO [11:08:07.930] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:07.930] [bbotk] 1 199 FALSE gini 0.9601195 0.6957723 0
## INFO [11:08:07.930] [bbotk] errors runtime_learners uhash
## INFO [11:08:07.930] [bbotk] 0 0.275 10afc81b-888c-45e9-b09c-e44c6e428df6
## INFO [11:08:07.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:07.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:07.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:07.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:08.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:08.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:08.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:08.110] [mlr3] Finished benchmark
## INFO [11:08:08.137] [bbotk] Result of batch 965:
## INFO [11:08:08.138] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:08.138] [bbotk] 1 280 TRUE gini 0.2815964 0.4 0
## INFO [11:08:08.138] [bbotk] errors runtime_learners uhash
## INFO [11:08:08.138] [bbotk] 0 0.13 3e92117d-2185-4bad-aa0d-bcf213c3357a
## INFO [11:08:08.142] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:08.152] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:08.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:08.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:08.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:08.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:08.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:08.319] [mlr3] Finished benchmark
## INFO [11:08:08.338] [bbotk] Result of batch 966:
## INFO [11:08:08.339] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:08.339] [bbotk] 1 442 FALSE gini 0.4013332 0.6 0
## INFO [11:08:08.339] [bbotk] errors runtime_learners uhash
## INFO [11:08:08.339] [bbotk] 0 0.139 3035023d-ecca-4e11-bae7-f420122300ad
## INFO [11:08:08.342] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:08.351] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:08.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:08.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:08.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:08.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:08.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:08.558] [mlr3] Finished benchmark
## INFO [11:08:08.583] [bbotk] Result of batch 967:
## INFO [11:08:08.584] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:08.584] [bbotk] 1 470 TRUE gini 0.5974684 0.6627612 0
## INFO [11:08:08.584] [bbotk] errors runtime_learners uhash
## INFO [11:08:08.584] [bbotk] 0 0.169 4a9129fa-9362-4fa2-9a94-68ba710eb949
## INFO [11:08:08.586] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:08.596] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:08.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:08.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:08.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:08.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:08.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:08.811] [mlr3] Finished benchmark
## INFO [11:08:08.830] [bbotk] Result of batch 968:
## INFO [11:08:08.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:08.831] [bbotk] 3 228 FALSE extratrees 0.2937766 0.7150675 0
## INFO [11:08:08.831] [bbotk] errors runtime_learners uhash
## INFO [11:08:08.831] [bbotk] 0 0.19 bda72af5-5a17-4c8a-a10c-6fc1cb3af3c8
## INFO [11:08:08.833] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:08.842] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:08.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:08.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:08.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:09.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:09.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:09.150] [mlr3] Finished benchmark
## INFO [11:08:09.169] [bbotk] Result of batch 969:
## INFO [11:08:09.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:09.170] [bbotk] 1 374 FALSE extratrees 0.8366549 0.7345369 0
## INFO [11:08:09.170] [bbotk] errors runtime_learners uhash
## INFO [11:08:09.170] [bbotk] 0 0.269 04af0da5-6b1e-4eb5-9cca-5d7511746a0c
## INFO [11:08:09.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:09.182] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:09.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:09.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:09.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:09.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:09.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:09.567] [mlr3] Finished benchmark
## INFO [11:08:09.585] [bbotk] Result of batch 970:
## INFO [11:08:09.586] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:09.586] [bbotk] 4 126 TRUE gini 0.5016468 0.7028888 0
## INFO [11:08:09.586] [bbotk] errors runtime_learners uhash
## INFO [11:08:09.586] [bbotk] 0 0.362 a775458d-d9e9-4ea0-bc71-f1866165e865
## INFO [11:08:09.588] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:09.598] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:09.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:09.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:09.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:09.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:09.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:09.876] [mlr3] Finished benchmark
## INFO [11:08:09.895] [bbotk] Result of batch 971:
## INFO [11:08:09.896] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:09.896] [bbotk] 1 425 TRUE extratrees 0.6870984 0.7421753 0
## INFO [11:08:09.896] [bbotk] errors runtime_learners uhash
## INFO [11:08:09.896] [bbotk] 0 0.239 c417bafd-3016-4296-beac-b45b92d3bb88
## INFO [11:08:09.898] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:09.908] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:09.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:09.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:10.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:10.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:10.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:10.214] [mlr3] Finished benchmark
## INFO [11:08:10.232] [bbotk] Result of batch 972:
## INFO [11:08:10.233] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:10.233] [bbotk] 5 263 TRUE gini 0.559085 0.6969551 0
## INFO [11:08:10.233] [bbotk] errors runtime_learners uhash
## INFO [11:08:10.233] [bbotk] 0 0.281 47bbad31-c444-4836-99ce-254633aa068c
## INFO [11:08:10.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:10.256] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:10.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:10.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:10.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:10.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:10.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:10.721] [mlr3] Finished benchmark
## INFO [11:08:10.739] [bbotk] Result of batch 973:
## INFO [11:08:10.740] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:10.740] [bbotk] 4 94 FALSE extratrees 0.5972275 0.6839553 0
## INFO [11:08:10.740] [bbotk] errors runtime_learners uhash
## INFO [11:08:10.740] [bbotk] 0 0.434 dabacd12-2b53-4dc1-afea-2acff0dd08d4
## INFO [11:08:10.742] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:10.751] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:10.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:10.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:10.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:10.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:10.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:10.976] [mlr3] Finished benchmark
## INFO [11:08:11.006] [bbotk] Result of batch 974:
## INFO [11:08:11.007] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:11.007] [bbotk] 4 450 TRUE gini 0.6561906 0.6532537 0
## INFO [11:08:11.007] [bbotk] errors runtime_learners uhash
## INFO [11:08:11.007] [bbotk] 0 0.199 63936cae-fbe2-4900-a95b-9a62dfe9ac0a
## INFO [11:08:11.012] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:11.030] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:11.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:11.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:11.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:11.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:11.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:11.192] [mlr3] Finished benchmark
## INFO [11:08:11.211] [bbotk] Result of batch 975:
## INFO [11:08:11.212] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:11.212] [bbotk] 3 125 TRUE gini 0.1208058 0.4 0
## INFO [11:08:11.212] [bbotk] errors runtime_learners uhash
## INFO [11:08:11.212] [bbotk] 0 0.135 a0734551-7b9b-4fd2-9c91-2170600c1d74
## INFO [11:08:11.214] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:11.224] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:11.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:11.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:11.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:11.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:11.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:11.627] [mlr3] Finished benchmark
## INFO [11:08:11.654] [bbotk] Result of batch 976:
## INFO [11:08:11.655] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:11.655] [bbotk] 3 303 FALSE extratrees 0.9619808 0.7026838 0
## INFO [11:08:11.655] [bbotk] errors runtime_learners uhash
## INFO [11:08:11.655] [bbotk] 0 0.334 2a643fda-e590-4ce6-8050-48d5b7b413e0
## INFO [11:08:11.659] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:11.677] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:11.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:11.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:11.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:11.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:11.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:11.873] [mlr3] Finished benchmark
## INFO [11:08:11.891] [bbotk] Result of batch 977:
## INFO [11:08:11.892] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:11.892] [bbotk] 4 173 TRUE gini 0.2245246 0.6532537 0
## INFO [11:08:11.892] [bbotk] errors runtime_learners uhash
## INFO [11:08:11.892] [bbotk] 0 0.168 91891292-8981-4572-803a-86026e82aff6
## INFO [11:08:11.895] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:11.904] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:11.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:11.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:12.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:12.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:12.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:12.158] [mlr3] Finished benchmark
## INFO [11:08:12.187] [bbotk] Result of batch 978:
## INFO [11:08:12.189] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:12.189] [bbotk] 4 98 TRUE gini 0.2108236 0.696804 0
## INFO [11:08:12.189] [bbotk] errors runtime_learners uhash
## INFO [11:08:12.189] [bbotk] 0 0.226 54ae8e09-6af3-4adf-a747-90571a300151
## INFO [11:08:12.193] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:12.211] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:12.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:12.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:12.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:12.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:12.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:12.376] [mlr3] Finished benchmark
## INFO [11:08:12.394] [bbotk] Result of batch 979:
## INFO [11:08:12.395] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:12.395] [bbotk] 4 491 TRUE gini 0.2188947 0.6 0
## INFO [11:08:12.395] [bbotk] errors runtime_learners uhash
## INFO [11:08:12.395] [bbotk] 0 0.13 e0e078f7-9eb7-4797-810a-61ac942c5f89
## INFO [11:08:12.397] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:12.406] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:12.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:12.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:12.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:12.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:12.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:12.588] [mlr3] Finished benchmark
## INFO [11:08:12.606] [bbotk] Result of batch 980:
## INFO [11:08:12.607] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:12.607] [bbotk] 1 482 FALSE extratrees 0.1383349 0.6 0
## INFO [11:08:12.607] [bbotk] errors runtime_learners uhash
## INFO [11:08:12.607] [bbotk] 0 0.155 1c5c9680-ad70-40a6-9c87-d20c8a51ce89
## INFO [11:08:12.610] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:12.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:12.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:12.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:12.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:12.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:13.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:13.167] [mlr3] Finished benchmark
## INFO [11:08:13.186] [bbotk] Result of batch 981:
## INFO [11:08:13.187] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:13.187] [bbotk] 3 42 FALSE extratrees 0.5702691 0.6979003 0
## INFO [11:08:13.187] [bbotk] errors runtime_learners uhash
## INFO [11:08:13.187] [bbotk] 0 0.499 0bff0415-0baf-43c9-878e-2d06536a7495
## INFO [11:08:13.189] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:13.199] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:13.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:13.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:13.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:13.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:13.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:13.532] [mlr3] Finished benchmark
## INFO [11:08:13.550] [bbotk] Result of batch 982:
## INFO [11:08:13.551] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:13.551] [bbotk] 4 200 FALSE gini 0.5215828 0.7047204 0
## INFO [11:08:13.551] [bbotk] errors runtime_learners uhash
## INFO [11:08:13.551] [bbotk] 0 0.309 e74bf195-d0c0-4c7a-9476-88b72650c068
## INFO [11:08:13.553] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:13.575] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:13.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:13.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:13.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:13.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:13.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:13.756] [mlr3] Finished benchmark
## INFO [11:08:13.775] [bbotk] Result of batch 983:
## INFO [11:08:13.776] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:13.776] [bbotk] 3 416 TRUE extratrees 0.2345548 0.6 0
## INFO [11:08:13.776] [bbotk] errors runtime_learners uhash
## INFO [11:08:13.776] [bbotk] 0 0.144 40ed37f4-81ef-4b47-9070-c16a90a39bb8
## INFO [11:08:13.778] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:13.787] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:13.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:13.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:14.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:14.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:14.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:14.331] [mlr3] Finished benchmark
## INFO [11:08:14.351] [bbotk] Result of batch 984:
## INFO [11:08:14.351] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:14.351] [bbotk] 5 147 TRUE gini 0.9080616 0.7234433 0
## INFO [11:08:14.351] [bbotk] errors runtime_learners uhash
## INFO [11:08:14.351] [bbotk] 0 0.515 ef5961d3-44f1-43ff-95eb-3af61b114787
## INFO [11:08:14.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:14.363] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:14.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:14.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:14.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:14.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:14.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:14.727] [mlr3] Finished benchmark
## INFO [11:08:14.745] [bbotk] Result of batch 985:
## INFO [11:08:14.746] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:14.746] [bbotk] 1 57 FALSE extratrees 0.2463785 0.7008799 0
## INFO [11:08:14.746] [bbotk] errors runtime_learners uhash
## INFO [11:08:14.746] [bbotk] 0 0.318 278b5f27-d992-42af-ab03-527877020493
## INFO [11:08:14.749] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:14.758] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:14.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:14.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:14.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:15.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:15.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:15.166] [mlr3] Finished benchmark
## INFO [11:08:15.185] [bbotk] Result of batch 986:
## INFO [11:08:15.186] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:15.186] [bbotk] 1 34 TRUE gini 0.5310082 0.7314737 0
## INFO [11:08:15.186] [bbotk] errors runtime_learners uhash
## INFO [11:08:15.186] [bbotk] 0 0.38 343a8f35-1df2-430e-a762-92347f725637
## INFO [11:08:15.189] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:15.198] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:15.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:15.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:15.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:15.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:15.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:15.519] [mlr3] Finished benchmark
## INFO [11:08:15.538] [bbotk] Result of batch 987:
## INFO [11:08:15.539] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:15.539] [bbotk] 4 114 FALSE gini 0.2420698 0.6970224 0
## INFO [11:08:15.539] [bbotk] errors runtime_learners uhash
## INFO [11:08:15.539] [bbotk] 0 0.272 0b7f613b-f7f1-4ad0-8971-3753a6666aa9
## INFO [11:08:15.541] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:15.550] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:15.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:15.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:15.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:15.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:15.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:15.928] [mlr3] Finished benchmark
## INFO [11:08:15.947] [bbotk] Result of batch 988:
## INFO [11:08:15.948] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:15.948] [bbotk] 4 117 FALSE extratrees 0.4812871 0.6918177 0
## INFO [11:08:15.948] [bbotk] errors runtime_learners uhash
## INFO [11:08:15.948] [bbotk] 0 0.351 b90e42b0-fedd-4ac4-9b31-98bf2c005e3e
## INFO [11:08:15.950] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:15.959] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:15.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:16.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:16.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:16.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:16.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:16.275] [mlr3] Finished benchmark
## INFO [11:08:16.295] [bbotk] Result of batch 989:
## INFO [11:08:16.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:16.296] [bbotk] 3 201 TRUE gini 0.4729782 0.6953717 0
## INFO [11:08:16.296] [bbotk] errors runtime_learners uhash
## INFO [11:08:16.296] [bbotk] 0 0.273 601515c3-3e5d-4bff-acc7-21ec3bf2c6cc
## INFO [11:08:16.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:16.307] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:16.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:16.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:16.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:16.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:16.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:16.459] [mlr3] Finished benchmark
## INFO [11:08:16.477] [bbotk] Result of batch 990:
## INFO [11:08:16.478] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:16.478] [bbotk] 5 415 TRUE extratrees 0.3755598 0.6 0
## INFO [11:08:16.478] [bbotk] errors runtime_learners uhash
## INFO [11:08:16.478] [bbotk] 0 0.125 c601805e-d932-432c-815c-3754d716ae0d
## INFO [11:08:16.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:16.490] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:16.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:16.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:16.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:16.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:16.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:16.757] [mlr3] Finished benchmark
## INFO [11:08:16.781] [bbotk] Result of batch 991:
## INFO [11:08:16.782] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:16.782] [bbotk] 2 209 TRUE gini 0.4267951 0.6882439 0
## INFO [11:08:16.782] [bbotk] errors runtime_learners uhash
## INFO [11:08:16.782] [bbotk] 0 0.231 52b4ebed-23ea-4757-9ddc-3f0f658a7871
## INFO [11:08:16.785] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:16.794] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:16.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:16.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:16.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:16.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:17.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:17.131] [mlr3] Finished benchmark
## INFO [11:08:17.150] [bbotk] Result of batch 992:
## INFO [11:08:17.151] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:17.151] [bbotk] 3 199 TRUE extratrees 0.614365 0.7026165 0
## INFO [11:08:17.151] [bbotk] errors runtime_learners uhash
## INFO [11:08:17.151] [bbotk] 0 0.312 b0029f74-bbec-4319-8f47-4d0569bcbd98
## INFO [11:08:17.153] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:17.162] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:17.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:17.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:17.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:17.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:17.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:17.391] [mlr3] Finished benchmark
## INFO [11:08:17.417] [bbotk] Result of batch 993:
## INFO [11:08:17.419] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:17.419] [bbotk] 1 176 FALSE gini 0.2094674 0.670842 0
## INFO [11:08:17.419] [bbotk] errors runtime_learners uhash
## INFO [11:08:17.419] [bbotk] 0 0.194 c8e69a3b-649d-4f2f-b955-394a8638ffc9
## INFO [11:08:17.422] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:17.431] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:17.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:17.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:17.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:17.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:17.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:17.732] [mlr3] Finished benchmark
## INFO [11:08:17.751] [bbotk] Result of batch 994:
## INFO [11:08:17.752] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:17.752] [bbotk] 1 267 TRUE extratrees 0.6569046 0.7307986 0
## INFO [11:08:17.752] [bbotk] errors runtime_learners uhash
## INFO [11:08:17.752] [bbotk] 0 0.276 6088cde8-6a01-40a6-bdf1-47dc53ef6b14
## INFO [11:08:17.755] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:17.764] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:17.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:17.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:17.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:17.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:18.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:18.135] [mlr3] Finished benchmark
## INFO [11:08:18.161] [bbotk] Result of batch 995:
## INFO [11:08:18.163] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:18.163] [bbotk] 4 178 TRUE extratrees 0.5635223 0.6971437 0
## INFO [11:08:18.163] [bbotk] errors runtime_learners uhash
## INFO [11:08:18.163] [bbotk] 0 0.338 2b3e7685-c3a6-4503-ab00-a9c8fcee2990
## INFO [11:08:18.167] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:18.176] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:18.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:18.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:18.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:18.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:18.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:18.470] [mlr3] Finished benchmark
## INFO [11:08:18.489] [bbotk] Result of batch 996:
## INFO [11:08:18.490] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:18.490] [bbotk] 2 450 TRUE extratrees 0.8798484 0.7291025 0
## INFO [11:08:18.490] [bbotk] errors runtime_learners uhash
## INFO [11:08:18.490] [bbotk] 0 0.269 6d926666-74b2-401d-b504-52d3bf89ed80
## INFO [11:08:18.493] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:18.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:18.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:18.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:18.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:18.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:18.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:18.882] [mlr3] Finished benchmark
## INFO [11:08:18.908] [bbotk] Result of batch 997:
## INFO [11:08:18.910] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:18.910] [bbotk] 5 171 FALSE extratrees 0.5286412 0.6916688 0
## INFO [11:08:18.910] [bbotk] errors runtime_learners uhash
## INFO [11:08:18.910] [bbotk] 0 0.345 00be3d6a-979c-45cf-a9f0-d4257ba80057
## INFO [11:08:18.914] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:18.924] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:18.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:18.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:19.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:19.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:19.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:19.229] [mlr3] Finished benchmark
## INFO [11:08:19.248] [bbotk] Result of batch 998:
## INFO [11:08:19.248] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:19.248] [bbotk] 3 449 TRUE extratrees 0.8920808 0.7324083 0
## INFO [11:08:19.248] [bbotk] errors runtime_learners uhash
## INFO [11:08:19.248] [bbotk] 0 0.28 d784bbe6-8f2b-41dc-bb2b-821fa5d977b9
## INFO [11:08:19.251] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:19.260] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:19.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:19.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:19.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:19.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:19.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:19.533] [mlr3] Finished benchmark
## INFO [11:08:19.559] [bbotk] Result of batch 999:
## INFO [11:08:19.561] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:19.561] [bbotk] 2 480 TRUE extratrees 0.7512541 0.7329082 0
## INFO [11:08:19.561] [bbotk] errors runtime_learners uhash
## INFO [11:08:19.561] [bbotk] 0 0.243 dc39edea-88de-441d-b0d4-a2498ae77517
## INFO [11:08:19.564] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:19.575] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:19.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:19.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:19.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:19.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:19.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:19.726] [mlr3] Finished benchmark
## INFO [11:08:19.744] [bbotk] Result of batch 1000:
## INFO [11:08:19.745] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:19.745] [bbotk] 2 403 TRUE gini 0.4460484 0.6 0
## INFO [11:08:19.745] [bbotk] errors runtime_learners uhash
## INFO [11:08:19.745] [bbotk] 0 0.126 3f850f29-fdca-4fda-aa9e-3ad633bdb1a9
## INFO [11:08:19.748] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:19.757] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:19.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:19.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:19.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:19.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:20.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:20.092] [mlr3] Finished benchmark
## INFO [11:08:20.118] [bbotk] Result of batch 1001:
## INFO [11:08:20.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:20.119] [bbotk] 2 332 FALSE extratrees 0.9297458 0.7174259 0
## INFO [11:08:20.119] [bbotk] errors runtime_learners uhash
## INFO [11:08:20.119] [bbotk] 0 0.305 34b928a8-025c-4661-b480-54af735ce934
## INFO [11:08:20.123] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:20.133] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:20.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:20.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:20.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:20.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:20.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:20.897] [mlr3] Finished benchmark
## INFO [11:08:20.916] [bbotk] Result of batch 1002:
## INFO [11:08:20.917] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:20.917] [bbotk] 5 3 FALSE gini 0.3791219 0.8084478 0
## INFO [11:08:20.917] [bbotk] errors runtime_learners uhash
## INFO [11:08:20.917] [bbotk] 0 0.737 18c404fe-316f-4e9d-a23c-164d3a574d21
## INFO [11:08:20.920] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:20.929] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:20.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:21.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:21.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:21.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:21.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:21.407] [mlr3] Finished benchmark
## INFO [11:08:21.426] [bbotk] Result of batch 1003:
## INFO [11:08:21.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:21.427] [bbotk] 1 71 TRUE gini 0.9924682 0.7258123 0
## INFO [11:08:21.427] [bbotk] errors runtime_learners uhash
## INFO [11:08:21.427] [bbotk] 0 0.433 a0315903-9c3e-4560-addc-5c76e9545c76
## INFO [11:08:21.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:21.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:21.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:21.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:21.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:21.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:21.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:21.896] [mlr3] Finished benchmark
## INFO [11:08:21.915] [bbotk] Result of batch 1004:
## INFO [11:08:21.916] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:21.916] [bbotk] 1 132 TRUE extratrees 0.9754146 0.688212 0
## INFO [11:08:21.916] [bbotk] errors runtime_learners uhash
## INFO [11:08:21.916] [bbotk] 0 0.43 2e148e9a-88bf-452c-8869-e745e2c48295
## INFO [11:08:21.918] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:21.939] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:21.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:21.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:22.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:22.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:22.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:22.115] [mlr3] Finished benchmark
## INFO [11:08:22.134] [bbotk] Result of batch 1005:
## INFO [11:08:22.135] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:22.135] [bbotk] 4 412 TRUE extratrees 0.2014235 0.6 0
## INFO [11:08:22.135] [bbotk] errors runtime_learners uhash
## INFO [11:08:22.135] [bbotk] 0 0.139 b8fa6e6a-5980-4867-aaac-00154a9d558c
## INFO [11:08:22.137] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:22.146] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:22.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:22.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:22.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:22.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:22.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:22.404] [mlr3] Finished benchmark
## INFO [11:08:22.423] [bbotk] Result of batch 1006:
## INFO [11:08:22.424] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:22.424] [bbotk] 4 469 FALSE extratrees 0.7566589 0.7213394 0
## INFO [11:08:22.424] [bbotk] errors runtime_learners uhash
## INFO [11:08:22.424] [bbotk] 0 0.233 47eddfde-e92e-461e-8a78-91eb737a9b66
## INFO [11:08:22.426] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:22.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:22.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:22.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:22.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:22.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:22.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:22.718] [mlr3] Finished benchmark
## INFO [11:08:22.737] [bbotk] Result of batch 1007:
## INFO [11:08:22.737] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:22.737] [bbotk] 3 188 TRUE gini 0.379147 0.6913313 0
## INFO [11:08:22.737] [bbotk] errors runtime_learners uhash
## INFO [11:08:22.737] [bbotk] 0 0.232 899f92ef-984c-4a3d-8b15-afc16b561ac9
## INFO [11:08:22.740] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:22.749] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:22.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:22.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:23.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:23.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:23.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:23.886] [mlr3] Finished benchmark
## INFO [11:08:23.913] [bbotk] Result of batch 1008:
## INFO [11:08:23.915] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:23.915] [bbotk] 5 5 FALSE gini 0.8010602 0.824808 0
## INFO [11:08:23.915] [bbotk] errors runtime_learners uhash
## INFO [11:08:23.915] [bbotk] 0 1.107 9e1a1b50-511a-43f5-89b0-1ca66f78c35f
## INFO [11:08:23.919] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:23.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:23.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:23.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:24.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:24.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:24.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:24.231] [mlr3] Finished benchmark
## INFO [11:08:24.250] [bbotk] Result of batch 1009:
## INFO [11:08:24.251] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:24.251] [bbotk] 4 345 TRUE extratrees 0.6822622 0.7307554 0
## INFO [11:08:24.251] [bbotk] errors runtime_learners uhash
## INFO [11:08:24.251] [bbotk] 0 0.27 f4215a23-f6f7-43c4-a43d-a935c4a1f89f
## INFO [11:08:24.253] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:24.263] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:24.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:24.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:24.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:24.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:24.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:24.458] [mlr3] Finished benchmark
## INFO [11:08:24.485] [bbotk] Result of batch 1010:
## INFO [11:08:24.486] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:24.486] [bbotk] 3 247 FALSE gini 0.2355976 0.6 0
## INFO [11:08:24.486] [bbotk] errors runtime_learners uhash
## INFO [11:08:24.486] [bbotk] 0 0.158 2ea86883-3b75-45e0-b915-2ddf05a78da5
## INFO [11:08:24.490] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:24.499] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:24.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:24.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:24.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:24.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:24.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:25.036] [mlr3] Finished benchmark
## INFO [11:08:25.055] [bbotk] Result of batch 1011:
## INFO [11:08:25.056] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:25.056] [bbotk] 5 94 FALSE extratrees 0.680682 0.6819351 0
## INFO [11:08:25.056] [bbotk] errors runtime_learners uhash
## INFO [11:08:25.056] [bbotk] 0 0.511 81d3b3eb-f67a-4507-977d-e6f01b388357
## INFO [11:08:25.058] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:25.068] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:25.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:25.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:25.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:25.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:25.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:25.476] [mlr3] Finished benchmark
## INFO [11:08:25.503] [bbotk] Result of batch 1012:
## INFO [11:08:25.504] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:25.504] [bbotk] 4 270 FALSE gini 0.886837 0.7334982 0
## INFO [11:08:25.504] [bbotk] errors runtime_learners uhash
## INFO [11:08:25.504] [bbotk] 0 0.338 6ce04fcc-85ed-4bb4-9987-769bac7df5a0
## INFO [11:08:25.508] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:25.518] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:25.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:25.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:25.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:25.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:25.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:25.909] [mlr3] Finished benchmark
## INFO [11:08:25.927] [bbotk] Result of batch 1013:
## INFO [11:08:25.928] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:25.928] [bbotk] 1 120 TRUE gini 0.9839945 0.7036886 0
## INFO [11:08:25.928] [bbotk] errors runtime_learners uhash
## INFO [11:08:25.928] [bbotk] 0 0.366 cf10d16f-e331-4c59-9672-c427c8a808ef
## INFO [11:08:25.931] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:25.940] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:25.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:25.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:26.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:26.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:26.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:26.227] [mlr3] Finished benchmark
## INFO [11:08:26.253] [bbotk] Result of batch 1014:
## INFO [11:08:26.255] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:26.255] [bbotk] 5 161 FALSE gini 0.285661 0.6689297 0
## INFO [11:08:26.255] [bbotk] errors runtime_learners uhash
## INFO [11:08:26.255] [bbotk] 0 0.244 a3eb03a6-c428-454d-bf25-c6e4a3506bfb
## INFO [11:08:26.259] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:26.273] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:26.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:26.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:26.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:26.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:26.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:26.426] [mlr3] Finished benchmark
## INFO [11:08:26.445] [bbotk] Result of batch 1015:
## INFO [11:08:26.446] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:26.446] [bbotk] 2 443 TRUE extratrees 0.3642092 0.6 0
## INFO [11:08:26.446] [bbotk] errors runtime_learners uhash
## INFO [11:08:26.446] [bbotk] 0 0.13 38e8ef75-2cf7-4632-a37d-191d8f4853b6
## INFO [11:08:26.448] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:26.457] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:26.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:26.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:26.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:26.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:26.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:26.654] [mlr3] Finished benchmark
## INFO [11:08:26.680] [bbotk] Result of batch 1016:
## INFO [11:08:26.682] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:26.682] [bbotk] 5 240 FALSE extratrees 0.1751632 0.4 0
## INFO [11:08:26.682] [bbotk] errors runtime_learners uhash
## INFO [11:08:26.682] [bbotk] 0 0.16 ce0810de-b4c6-4b10-a1c0-a595fbd68363
## INFO [11:08:26.686] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:26.704] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:26.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:26.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:26.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:26.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:26.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:26.977] [mlr3] Finished benchmark
## INFO [11:08:26.995] [bbotk] Result of batch 1017:
## INFO [11:08:26.996] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:26.996] [bbotk] 5 271 FALSE gini 0.4851538 0.6709499 0
## INFO [11:08:26.996] [bbotk] errors runtime_learners uhash
## INFO [11:08:26.996] [bbotk] 0 0.243 d51d316d-ee16-47aa-b04b-436922c5f5bf
## INFO [11:08:26.999] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:27.008] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:27.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:27.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:27.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:27.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:27.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:27.252] [mlr3] Finished benchmark
## INFO [11:08:27.278] [bbotk] Result of batch 1018:
## INFO [11:08:27.279] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:27.279] [bbotk] 5 209 TRUE gini 0.3634682 0.6650835 0
## INFO [11:08:27.279] [bbotk] errors runtime_learners uhash
## INFO [11:08:27.279] [bbotk] 0 0.215 3cb1f820-5bdf-4c8b-8475-00f7a77b3fb4
## INFO [11:08:27.283] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:27.302] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:27.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:27.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:27.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:27.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:27.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:27.672] [mlr3] Finished benchmark
## INFO [11:08:27.691] [bbotk] Result of batch 1019:
## INFO [11:08:27.692] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:27.692] [bbotk] 2 67 TRUE gini 0.4503096 0.7124395 0
## INFO [11:08:27.692] [bbotk] errors runtime_learners uhash
## INFO [11:08:27.692] [bbotk] 0 0.34 47904b75-ae39-420d-a92a-97674f20a545
## INFO [11:08:27.694] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:27.704] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:27.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:27.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:27.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:27.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:27.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:28.026] [mlr3] Finished benchmark
## INFO [11:08:28.046] [bbotk] Result of batch 1020:
## INFO [11:08:28.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:28.047] [bbotk] 4 373 TRUE extratrees 0.1129869 0.6 0
## INFO [11:08:28.047] [bbotk] errors runtime_learners uhash
## INFO [11:08:28.047] [bbotk] 0 0.132 8faaf689-d190-4b7d-8756-9f513bb40857
## INFO [11:08:28.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:28.058] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:28.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:28.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:28.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:28.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:28.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:28.325] [mlr3] Finished benchmark
## INFO [11:08:28.344] [bbotk] Result of batch 1021:
## INFO [11:08:28.345] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:28.345] [bbotk] 5 450 TRUE gini 0.8023269 0.6690268 0
## INFO [11:08:28.345] [bbotk] errors runtime_learners uhash
## INFO [11:08:28.345] [bbotk] 0 0.243 66c446b7-ee40-4f53-ba15-33a3f392d521
## INFO [11:08:28.347] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:28.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:28.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:28.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:28.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:28.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:28.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:28.798] [mlr3] Finished benchmark
## INFO [11:08:28.823] [bbotk] Result of batch 1022:
## INFO [11:08:28.824] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:28.824] [bbotk] 5 162 FALSE extratrees 0.6809788 0.6900159 0
## INFO [11:08:28.824] [bbotk] errors runtime_learners uhash
## INFO [11:08:28.824] [bbotk] 0 0.417 b492c2d8-5d33-42cd-b7cb-4d3a20639e96
## INFO [11:08:28.827] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:28.835] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:28.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:28.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:28.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:28.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:29.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:29.100] [mlr3] Finished benchmark
## INFO [11:08:29.119] [bbotk] Result of batch 1023:
## INFO [11:08:29.120] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:29.120] [bbotk] 3 338 FALSE extratrees 0.6289672 0.7324622 0
## INFO [11:08:29.120] [bbotk] errors runtime_learners uhash
## INFO [11:08:29.120] [bbotk] 0 0.241 9ebfb9e4-5b29-4f63-909e-fa12fc73b6a3
## INFO [11:08:29.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:29.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:29.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:29.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:29.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:29.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:29.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:29.407] [mlr3] Finished benchmark
## INFO [11:08:29.426] [bbotk] Result of batch 1024:
## INFO [11:08:29.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:29.427] [bbotk] 3 292 FALSE gini 0.6189742 0.6989753 0
## INFO [11:08:29.427] [bbotk] errors runtime_learners uhash
## INFO [11:08:29.427] [bbotk] 0 0.253 8baa06e5-b893-4ea7-a829-d9a54c8d657f
## INFO [11:08:29.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:29.444] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:29.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:29.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:29.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:29.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:29.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:29.686] [mlr3] Finished benchmark
## INFO [11:08:29.705] [bbotk] Result of batch 1025:
## INFO [11:08:29.706] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:29.706] [bbotk] 4 463 FALSE gini 0.9341974 0.7314539 0
## INFO [11:08:29.706] [bbotk] errors runtime_learners uhash
## INFO [11:08:29.706] [bbotk] 0 0.217 23631917-ed1e-4b3c-a722-a66925ac5fb5
## INFO [11:08:29.708] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:29.717] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:29.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:29.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:29.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:29.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:29.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:30.052] [mlr3] Finished benchmark
## INFO [11:08:30.071] [bbotk] Result of batch 1026:
## INFO [11:08:30.072] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:30.072] [bbotk] 5 127 TRUE gini 0.3895593 0.7008012 0
## INFO [11:08:30.072] [bbotk] errors runtime_learners uhash
## INFO [11:08:30.072] [bbotk] 0 0.308 3e35124c-e375-452a-8358-1aed3b0f60fa
## INFO [11:08:30.074] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:30.083] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:30.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:30.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:30.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:30.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:30.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:30.318] [mlr3] Finished benchmark
## INFO [11:08:30.336] [bbotk] Result of batch 1027:
## INFO [11:08:30.337] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:30.337] [bbotk] 3 160 TRUE extratrees 0.281626 0.7306065 0
## INFO [11:08:30.337] [bbotk] errors runtime_learners uhash
## INFO [11:08:30.337] [bbotk] 0 0.202 db3a5e9f-c0a5-4415-bc1f-a033cc658605
## INFO [11:08:30.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:30.349] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:30.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:30.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:30.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:30.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:30.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:30.717] [mlr3] Finished benchmark
## INFO [11:08:30.736] [bbotk] Result of batch 1028:
## INFO [11:08:30.737] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:30.737] [bbotk] 4 121 TRUE extratrees 0.486555 0.6938379 0
## INFO [11:08:30.737] [bbotk] errors runtime_learners uhash
## INFO [11:08:30.737] [bbotk] 0 0.344 d2943c57-adb7-4433-b782-43eda4afc70f
## INFO [11:08:30.739] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:30.748] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:30.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:30.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:30.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:30.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:31.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:31.066] [mlr3] Finished benchmark
## INFO [11:08:31.084] [bbotk] Result of batch 1029:
## INFO [11:08:31.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:31.085] [bbotk] 4 251 TRUE extratrees 0.5924878 0.7194163 0
## INFO [11:08:31.085] [bbotk] errors runtime_learners uhash
## INFO [11:08:31.085] [bbotk] 0 0.285 95a0e078-4b2d-4271-b352-9037bd426e10
## INFO [11:08:31.087] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:31.096] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:31.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:31.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:31.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:31.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:31.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:31.250] [mlr3] Finished benchmark
## INFO [11:08:31.269] [bbotk] Result of batch 1030:
## INFO [11:08:31.270] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:31.270] [bbotk] 1 431 TRUE gini 0.1934749 0.4 0
## INFO [11:08:31.270] [bbotk] errors runtime_learners uhash
## INFO [11:08:31.270] [bbotk] 0 0.131 09283433-cd3a-4967-98c5-1d244e54d986
## INFO [11:08:31.272] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:31.281] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:31.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:31.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:31.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:31.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:31.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:31.655] [mlr3] Finished benchmark
## INFO [11:08:31.674] [bbotk] Result of batch 1031:
## INFO [11:08:31.675] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:31.675] [bbotk] 4 166 TRUE gini 0.5711683 0.7011168 0
## INFO [11:08:31.675] [bbotk] errors runtime_learners uhash
## INFO [11:08:31.675] [bbotk] 0 0.342 c977ec29-9ba7-4a73-a861-ce6c4217a6ec
## INFO [11:08:31.677] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:31.686] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:31.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:31.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:31.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:31.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:31.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:31.855] [mlr3] Finished benchmark
## INFO [11:08:31.874] [bbotk] Result of batch 1032:
## INFO [11:08:31.875] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:31.875] [bbotk] 2 483 FALSE extratrees 0.3250808 0.6 0
## INFO [11:08:31.875] [bbotk] errors runtime_learners uhash
## INFO [11:08:31.875] [bbotk] 0 0.143 55d739f4-4dda-48c3-aa08-3179f0b5fc8b
## INFO [11:08:31.877] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:31.886] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:31.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:31.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:31.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:31.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:32.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:32.044] [mlr3] Finished benchmark
## INFO [11:08:32.063] [bbotk] Result of batch 1033:
## INFO [11:08:32.064] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:32.064] [bbotk] 3 486 TRUE extratrees 0.5413173 0.6 0
## INFO [11:08:32.064] [bbotk] errors runtime_learners uhash
## INFO [11:08:32.064] [bbotk] 0 0.131 e44bfcb9-3852-4aa1-82e9-7911a8bad31d
## INFO [11:08:32.066] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:32.075] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:32.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:32.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:32.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:32.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:32.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:32.640] [mlr3] Finished benchmark
## INFO [11:08:32.659] [bbotk] Result of batch 1034:
## INFO [11:08:32.660] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:32.660] [bbotk] 2 22 FALSE gini 0.6265508 0.7736342 0
## INFO [11:08:32.660] [bbotk] errors runtime_learners uhash
## INFO [11:08:32.660] [bbotk] 0 0.54 407d7848-41ed-4fe1-992b-caceea7d78cd
## INFO [11:08:32.663] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:32.672] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:32.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:32.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:32.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:32.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:32.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:32.876] [mlr3] Finished benchmark
## INFO [11:08:32.894] [bbotk] Result of batch 1035:
## INFO [11:08:32.895] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:32.895] [bbotk] 3 327 TRUE gini 0.3896473 0.6498011 0
## INFO [11:08:32.895] [bbotk] errors runtime_learners uhash
## INFO [11:08:32.895] [bbotk] 0 0.171 8779cad6-5e88-4164-a4e0-c9d910ba64b9
## INFO [11:08:32.897] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:32.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:32.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:33.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:33.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:33.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:33.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:33.970] [mlr3] Finished benchmark
## INFO [11:08:33.989] [bbotk] Result of batch 1036:
## INFO [11:08:33.990] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:33.990] [bbotk] 4 11 TRUE extratrees 0.9860824 0.7992083 0
## INFO [11:08:33.990] [bbotk] errors runtime_learners uhash
## INFO [11:08:33.990] [bbotk] 0 1.036 b5943e3a-6e21-4552-b17e-ce3e07879151
## INFO [11:08:33.992] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:34.001] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:34.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:34.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:34.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:34.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:34.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:34.277] [mlr3] Finished benchmark
## INFO [11:08:34.295] [bbotk] Result of batch 1037:
## INFO [11:08:34.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:34.296] [bbotk] 2 345 FALSE gini 0.8536237 0.6992589 0
## INFO [11:08:34.296] [bbotk] errors runtime_learners uhash
## INFO [11:08:34.296] [bbotk] 0 0.251 8709d310-600d-4926-aa9f-9fe73cb6e5e4
## INFO [11:08:34.299] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:34.308] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:34.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:34.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:34.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:34.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:34.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:35.114] [mlr3] Finished benchmark
## INFO [11:08:35.133] [bbotk] Result of batch 1038:
## INFO [11:08:35.134] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:35.134] [bbotk] 4 30 TRUE gini 0.9973991 0.795972 0
## INFO [11:08:35.134] [bbotk] errors runtime_learners uhash
## INFO [11:08:35.134] [bbotk] 0 0.778 6eb24232-c3e9-4f34-ba57-75be4c741f51
## INFO [11:08:35.136] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:35.152] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:35.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:35.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:35.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:35.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:35.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:35.377] [mlr3] Finished benchmark
## INFO [11:08:35.396] [bbotk] Result of batch 1039:
## INFO [11:08:35.396] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:35.396] [bbotk] 2 423 TRUE gini 0.7303282 0.6687268 0
## INFO [11:08:35.396] [bbotk] errors runtime_learners uhash
## INFO [11:08:35.396] [bbotk] 0 0.198 ae10a5af-22bc-4bea-b0cd-eda11f3e6e85
## INFO [11:08:35.399] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:35.408] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:35.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:35.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:35.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:35.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:35.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:35.725] [mlr3] Finished benchmark
## INFO [11:08:35.743] [bbotk] Result of batch 1040:
## INFO [11:08:35.744] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:35.744] [bbotk] 5 86 TRUE extratrees 0.2855375 0.6954908 0
## INFO [11:08:35.744] [bbotk] errors runtime_learners uhash
## INFO [11:08:35.744] [bbotk] 0 0.292 c64414a6-76a0-432d-ba0b-70cb3eadc306
## INFO [11:08:35.747] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:35.762] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:35.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:35.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:35.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:35.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:35.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:36.011] [mlr3] Finished benchmark
## INFO [11:08:36.030] [bbotk] Result of batch 1041:
## INFO [11:08:36.031] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:36.031] [bbotk] 1 412 TRUE gini 0.868711 0.6860705 0
## INFO [11:08:36.031] [bbotk] errors runtime_learners uhash
## INFO [11:08:36.031] [bbotk] 0 0.222 2dc35915-34b6-492f-8638-1df5afb1f633
## INFO [11:08:36.033] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:36.042] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:36.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:36.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:36.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:36.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:36.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:36.222] [mlr3] Finished benchmark
## INFO [11:08:36.240] [bbotk] Result of batch 1042:
## INFO [11:08:36.241] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:36.241] [bbotk] 2 174 FALSE extratrees 0.1676647 0.6 0
## INFO [11:08:36.241] [bbotk] errors runtime_learners uhash
## INFO [11:08:36.241] [bbotk] 0 0.155 e0a0a6f0-7efd-4f1b-86f5-15b8df008168
## INFO [11:08:36.244] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:36.253] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:36.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:36.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:36.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:36.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:36.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:36.508] [mlr3] Finished benchmark
## INFO [11:08:36.526] [bbotk] Result of batch 1043:
## INFO [11:08:36.527] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:36.527] [bbotk] 2 345 TRUE extratrees 0.5772748 0.7306476 0
## INFO [11:08:36.527] [bbotk] errors runtime_learners uhash
## INFO [11:08:36.527] [bbotk] 0 0.225 ddfc3208-2542-4893-9251-10bcd4f83a6f
## INFO [11:08:36.530] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:36.539] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:36.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:36.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:36.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:36.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:36.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:36.733] [mlr3] Finished benchmark
## INFO [11:08:36.752] [bbotk] Result of batch 1044:
## INFO [11:08:36.753] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:36.753] [bbotk] 2 498 FALSE gini 0.6641289 0.6573182 0
## INFO [11:08:36.753] [bbotk] errors runtime_learners uhash
## INFO [11:08:36.753] [bbotk] 0 0.169 4abc7a38-697b-44c4-935a-44edbdf0bbcf
## INFO [11:08:36.756] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:36.765] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:36.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:36.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:37.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:37.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:37.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:37.528] [mlr3] Finished benchmark
## INFO [11:08:37.547] [bbotk] Result of batch 1045:
## INFO [11:08:37.548] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:37.548] [bbotk] 3 4 FALSE gini 0.5318705 0.8138391 0
## INFO [11:08:37.548] [bbotk] errors runtime_learners uhash
## INFO [11:08:37.548] [bbotk] 0 0.728 1f9280ee-3dd4-4e5e-8e02-a01625bdc47e
## INFO [11:08:37.550] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:37.559] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:37.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:37.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:37.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:37.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:37.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:37.997] [mlr3] Finished benchmark
## INFO [11:08:38.024] [bbotk] Result of batch 1046:
## INFO [11:08:38.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:38.025] [bbotk] 2 56 TRUE gini 0.6245513 0.729472 0
## INFO [11:08:38.025] [bbotk] errors runtime_learners uhash
## INFO [11:08:38.025] [bbotk] 0 0.413 9c61ead2-2591-418d-b039-91d41dd6c2b1
## INFO [11:08:38.027] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:38.036] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:38.038] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:38.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:38.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:38.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:38.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:38.193] [mlr3] Finished benchmark
## INFO [11:08:38.212] [bbotk] Result of batch 1047:
## INFO [11:08:38.213] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:38.213] [bbotk] 2 432 FALSE gini 0.4959186 0.6 0
## INFO [11:08:38.213] [bbotk] errors runtime_learners uhash
## INFO [11:08:38.213] [bbotk] 0 0.133 f1da52b4-0716-4d22-a75d-99dfd6582ba7
## INFO [11:08:38.215] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:38.224] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:38.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:38.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:38.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:38.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:38.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:38.406] [mlr3] Finished benchmark
## INFO [11:08:38.431] [bbotk] Result of batch 1048:
## INFO [11:08:38.432] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:38.432] [bbotk] 1 296 TRUE gini 0.377418 0.6669527 0
## INFO [11:08:38.432] [bbotk] errors runtime_learners uhash
## INFO [11:08:38.432] [bbotk] 0 0.158 cf16126b-221f-4fc9-961b-d31939d3ef7a
## INFO [11:08:38.434] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:38.443] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:38.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:38.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:38.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:38.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:38.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:38.668] [mlr3] Finished benchmark
## INFO [11:08:38.686] [bbotk] Result of batch 1049:
## INFO [11:08:38.687] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:38.687] [bbotk] 5 447 TRUE gini 0.5489325 0.6593143 0
## INFO [11:08:38.687] [bbotk] errors runtime_learners uhash
## INFO [11:08:38.687] [bbotk] 0 0.199 5d94430a-ec64-4308-aeba-a2856e0952c7
## INFO [11:08:38.690] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:38.699] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:38.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:38.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:38.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:38.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:38.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:38.923] [mlr3] Finished benchmark
## INFO [11:08:38.947] [bbotk] Result of batch 1050:
## INFO [11:08:38.948] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:38.948] [bbotk] 4 355 FALSE gini 0.5541416 0.6552739 0
## INFO [11:08:38.948] [bbotk] errors runtime_learners uhash
## INFO [11:08:38.948] [bbotk] 0 0.199 b5daeb20-7efd-4c1f-8546-b4fe31cd5c70
## INFO [11:08:38.951] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:38.959] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:38.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:39.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:39.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:39.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:39.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:39.181] [mlr3] Finished benchmark
## INFO [11:08:39.200] [bbotk] Result of batch 1051:
## INFO [11:08:39.201] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:39.201] [bbotk] 4 466 FALSE extratrees 0.600076 0.7069271 0
## INFO [11:08:39.201] [bbotk] errors runtime_learners uhash
## INFO [11:08:39.201] [bbotk] 0 0.198 65d46ecb-f332-44bb-b546-8255daed9141
## INFO [11:08:39.204] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:39.213] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:39.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:39.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:39.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:39.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:39.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:39.525] [mlr3] Finished benchmark
## INFO [11:08:39.549] [bbotk] Result of batch 1052:
## INFO [11:08:39.550] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:39.550] [bbotk] 5 304 TRUE extratrees 0.6501012 0.7307036 0
## INFO [11:08:39.550] [bbotk] errors runtime_learners uhash
## INFO [11:08:39.550] [bbotk] 0 0.286 2bfd6a9a-ff32-4c90-84a1-dfad5c11412d
## INFO [11:08:39.553] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:39.562] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:39.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:39.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:39.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:39.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:39.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:40.004] [mlr3] Finished benchmark
## INFO [11:08:40.023] [bbotk] Result of batch 1053:
## INFO [11:08:40.023] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:40.023] [bbotk] 2 168 TRUE extratrees 0.9445443 0.688363 0
## INFO [11:08:40.023] [bbotk] errors runtime_learners uhash
## INFO [11:08:40.023] [bbotk] 0 0.416 f086aeb4-effc-478e-972f-0f2b20f54d59
## INFO [11:08:40.026] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:40.035] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:40.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:40.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:40.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:40.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:40.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:40.197] [mlr3] Finished benchmark
## INFO [11:08:40.216] [bbotk] Result of batch 1054:
## INFO [11:08:40.217] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:40.217] [bbotk] 3 287 TRUE extratrees 0.2015071 0.6 0
## INFO [11:08:40.217] [bbotk] errors runtime_learners uhash
## INFO [11:08:40.217] [bbotk] 0 0.137 d0181816-53f4-4ffa-b58e-3f8291c735e2
## INFO [11:08:40.219] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:40.228] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:40.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:40.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:40.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:40.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:40.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:40.526] [mlr3] Finished benchmark
## INFO [11:08:40.545] [bbotk] Result of batch 1055:
## INFO [11:08:40.546] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:40.546] [bbotk] 1 186 TRUE extratrees 0.5058228 0.7234006 0
## INFO [11:08:40.546] [bbotk] errors runtime_learners uhash
## INFO [11:08:40.546] [bbotk] 0 0.273 679ab6bc-e033-46f7-9170-a336c4413249
## INFO [11:08:40.548] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:40.558] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:40.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:40.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:40.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:40.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:40.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:40.830] [mlr3] Finished benchmark
## INFO [11:08:40.848] [bbotk] Result of batch 1056:
## INFO [11:08:40.849] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:40.849] [bbotk] 2 334 FALSE gini 0.7854284 0.6994099 0
## INFO [11:08:40.849] [bbotk] errors runtime_learners uhash
## INFO [11:08:40.849] [bbotk] 0 0.241 8a309395-7943-4e1f-9b28-e2014cdb235e
## INFO [11:08:40.851] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:40.860] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:40.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:40.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:40.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:41.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:41.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:41.200] [mlr3] Finished benchmark
## INFO [11:08:41.219] [bbotk] Result of batch 1057:
## INFO [11:08:41.220] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:41.220] [bbotk] 3 261 TRUE extratrees 0.7296975 0.7097982 0
## INFO [11:08:41.220] [bbotk] errors runtime_learners uhash
## INFO [11:08:41.220] [bbotk] 0 0.317 c2c4fb0d-95f6-4582-83ef-541d504835cc
## INFO [11:08:41.222] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:41.231] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:41.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:41.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:41.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:41.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:41.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:41.420] [mlr3] Finished benchmark
## INFO [11:08:41.439] [bbotk] Result of batch 1058:
## INFO [11:08:41.439] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:41.439] [bbotk] 4 185 FALSE gini 0.1385961 0.6 0
## INFO [11:08:41.439] [bbotk] errors runtime_learners uhash
## INFO [11:08:41.439] [bbotk] 0 0.164 e81ad6c2-abce-4b28-a297-a46544201018
## INFO [11:08:41.442] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:41.451] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:41.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:41.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:41.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:41.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:41.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:41.601] [mlr3] Finished benchmark
## INFO [11:08:41.620] [bbotk] Result of batch 1059:
## INFO [11:08:41.621] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:41.621] [bbotk] 3 363 TRUE extratrees 0.3356871 0.6 0
## INFO [11:08:41.621] [bbotk] errors runtime_learners uhash
## INFO [11:08:41.621] [bbotk] 0 0.125 36de7460-d5bc-4c2f-85b4-df5fdc7e44ea
## INFO [11:08:41.623] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:41.633] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:41.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:41.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:41.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:41.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:41.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:41.789] [mlr3] Finished benchmark
## INFO [11:08:41.808] [bbotk] Result of batch 1060:
## INFO [11:08:41.809] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:41.809] [bbotk] 1 471 TRUE extratrees 0.4050053 0.6 0
## INFO [11:08:41.809] [bbotk] errors runtime_learners uhash
## INFO [11:08:41.809] [bbotk] 0 0.131 a95f979e-9af3-437e-a543-763ac9a0761a
## INFO [11:08:41.811] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:41.820] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:41.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:41.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:41.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:42.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:42.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:42.152] [mlr3] Finished benchmark
## INFO [11:08:42.172] [bbotk] Result of batch 1061:
## INFO [11:08:42.172] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:42.172] [bbotk] 5 411 TRUE extratrees 0.8429641 0.7251316 0
## INFO [11:08:42.172] [bbotk] errors runtime_learners uhash
## INFO [11:08:42.172] [bbotk] 0 0.307 9e1e5775-4532-4b6c-9d42-f1c041425be8
## INFO [11:08:42.175] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:42.184] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:42.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:42.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:42.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:42.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:42.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:42.535] [mlr3] Finished benchmark
## INFO [11:08:42.554] [bbotk] Result of batch 1062:
## INFO [11:08:42.555] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:42.555] [bbotk] 1 174 TRUE extratrees 0.5523088 0.7157432 0
## INFO [11:08:42.555] [bbotk] errors runtime_learners uhash
## INFO [11:08:42.555] [bbotk] 0 0.292 5e5d1ae1-6a43-4eb0-ad34-a343d80e707c
## INFO [11:08:42.557] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:42.566] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:42.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:42.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:42.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:42.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:42.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:42.795] [mlr3] Finished benchmark
## INFO [11:08:42.814] [bbotk] Result of batch 1063:
## INFO [11:08:42.815] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:42.815] [bbotk] 5 478 TRUE extratrees 0.6215919 0.6954908 0
## INFO [11:08:42.815] [bbotk] errors runtime_learners uhash
## INFO [11:08:42.815] [bbotk] 0 0.204 4a447e65-f1a6-415b-81ef-1a65434bada8
## INFO [11:08:42.817] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:42.826] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:42.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:42.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:42.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:43.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:43.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:43.227] [mlr3] Finished benchmark
## INFO [11:08:43.246] [bbotk] Result of batch 1064:
## INFO [11:08:43.246] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:43.246] [bbotk] 5 168 FALSE extratrees 0.5811861 0.6918177 0
## INFO [11:08:43.246] [bbotk] errors runtime_learners uhash
## INFO [11:08:43.246] [bbotk] 0 0.365 5edf6e84-54cf-449c-ac88-eb4633851034
## INFO [11:08:43.249] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:43.258] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:43.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:43.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:43.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:43.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:43.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:43.938] [mlr3] Finished benchmark
## INFO [11:08:43.957] [bbotk] Result of batch 1065:
## INFO [11:08:43.958] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:43.958] [bbotk] 3 22 TRUE extratrees 0.7056932 0.731339 0
## INFO [11:08:43.958] [bbotk] errors runtime_learners uhash
## INFO [11:08:43.958] [bbotk] 0 0.652 1699cb12-2130-4a37-a729-e83b01a73000
## INFO [11:08:43.960] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:43.969] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:43.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:44.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:44.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:44.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:44.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:44.298] [mlr3] Finished benchmark
## INFO [11:08:44.317] [bbotk] Result of batch 1066:
## INFO [11:08:44.318] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:44.318] [bbotk] 2 185 FALSE gini 0.5942979 0.6991618 0
## INFO [11:08:44.318] [bbotk] errors runtime_learners uhash
## INFO [11:08:44.318] [bbotk] 0 0.3 687db6f2-1cb9-478f-9b91-a227415f5559
## INFO [11:08:44.320] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:44.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:44.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:44.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:44.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:44.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:44.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:44.555] [mlr3] Finished benchmark
## INFO [11:08:44.574] [bbotk] Result of batch 1067:
## INFO [11:08:44.575] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:44.575] [bbotk] 1 263 TRUE extratrees 0.4057353 0.7344398 0
## INFO [11:08:44.575] [bbotk] errors runtime_learners uhash
## INFO [11:08:44.575] [bbotk] 0 0.2 4d8342e0-486a-44a3-ac47-01f751c35442
## INFO [11:08:44.577] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:44.586] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:44.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:44.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:44.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:44.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:44.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:44.896] [mlr3] Finished benchmark
## INFO [11:08:44.915] [bbotk] Result of batch 1068:
## INFO [11:08:44.916] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:44.916] [bbotk] 3 235 FALSE gini 0.5338604 0.7013628 0
## INFO [11:08:44.916] [bbotk] errors runtime_learners uhash
## INFO [11:08:44.916] [bbotk] 0 0.281 ab92c782-ed9e-4345-a57a-388a2267aeb3
## INFO [11:08:44.918] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:44.927] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:44.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:45.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:45.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:45.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:45.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:45.381] [mlr3] Finished benchmark
## INFO [11:08:45.400] [bbotk] Result of batch 1069:
## INFO [11:08:45.401] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:45.401] [bbotk] 2 122 FALSE extratrees 0.9523685 0.6784804 0
## INFO [11:08:45.401] [bbotk] errors runtime_learners uhash
## INFO [11:08:45.401] [bbotk] 0 0.429 e1b1989f-b801-461d-8a32-bb1a689808d2
## INFO [11:08:45.404] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:45.413] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:45.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:45.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:45.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:45.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:45.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:45.713] [mlr3] Finished benchmark
## INFO [11:08:45.732] [bbotk] Result of batch 1070:
## INFO [11:08:45.732] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:45.732] [bbotk] 1 437 TRUE extratrees 0.8187606 0.738437 0
## INFO [11:08:45.732] [bbotk] errors runtime_learners uhash
## INFO [11:08:45.732] [bbotk] 0 0.272 54ed9329-808c-4e93-a3df-62a247d9b915
## INFO [11:08:45.735] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:45.744] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:45.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:45.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:45.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:45.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:45.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:45.894] [mlr3] Finished benchmark
## INFO [11:08:45.913] [bbotk] Result of batch 1071:
## INFO [11:08:45.914] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:45.914] [bbotk] 4 377 TRUE gini 0.4101791 0.6 0
## INFO [11:08:45.914] [bbotk] errors runtime_learners uhash
## INFO [11:08:45.914] [bbotk] 0 0.125 9f3bab58-099a-41dc-8b3f-433fe8b57a6c
## INFO [11:08:45.916] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:45.925] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:45.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:45.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:46.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:46.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:46.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:46.239] [mlr3] Finished benchmark
## INFO [11:08:46.258] [bbotk] Result of batch 1072:
## INFO [11:08:46.259] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:46.259] [bbotk] 4 374 FALSE gini 0.98484 0.7333769 0
## INFO [11:08:46.259] [bbotk] errors runtime_learners uhash
## INFO [11:08:46.259] [bbotk] 0 0.286 699b8af2-ba2a-4c03-bf77-cec3989f5d1d
## INFO [11:08:46.262] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:46.271] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:46.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:46.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:46.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:46.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:46.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:46.665] [mlr3] Finished benchmark
## INFO [11:08:46.684] [bbotk] Result of batch 1073:
## INFO [11:08:46.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:46.685] [bbotk] 1 41 FALSE gini 0.5035738 0.7222903 0
## INFO [11:08:46.685] [bbotk] errors runtime_learners uhash
## INFO [11:08:46.685] [bbotk] 0 0.37 09546324-e573-49a0-a408-83306d42323f
## INFO [11:08:46.687] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:46.697] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:46.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:46.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:46.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:46.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:46.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:47.000] [mlr3] Finished benchmark
## INFO [11:08:47.019] [bbotk] Result of batch 1074:
## INFO [11:08:47.020] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:47.020] [bbotk] 1 108 FALSE gini 0.3523141 0.692034 0
## INFO [11:08:47.020] [bbotk] errors runtime_learners uhash
## INFO [11:08:47.020] [bbotk] 0 0.273 378e5fc6-9495-4f0f-8b3b-8028efb6d238
## INFO [11:08:47.022] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:47.032] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:47.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:47.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:47.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:47.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:47.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:47.207] [mlr3] Finished benchmark
## INFO [11:08:47.226] [bbotk] Result of batch 1075:
## INFO [11:08:47.227] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:47.227] [bbotk] 4 412 FALSE gini 0.234104 0.6 0
## INFO [11:08:47.227] [bbotk] errors runtime_learners uhash
## INFO [11:08:47.227] [bbotk] 0 0.15 6a3f65be-c666-49bd-ad59-d03eb846b26a
## INFO [11:08:47.230] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:47.239] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:47.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:47.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:47.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:47.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:47.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:47.659] [mlr3] Finished benchmark
## INFO [11:08:47.678] [bbotk] Result of batch 1076:
## INFO [11:08:47.679] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:47.679] [bbotk] 5 177 FALSE extratrees 0.6369235 0.6900159 0
## INFO [11:08:47.679] [bbotk] errors runtime_learners uhash
## INFO [11:08:47.679] [bbotk] 0 0.387 bd54879b-3eca-4087-b9ec-b7699fef57c4
## INFO [11:08:47.681] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:47.690] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:47.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:47.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:47.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:47.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:47.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:47.984] [mlr3] Finished benchmark
## INFO [11:08:48.003] [bbotk] Result of batch 1077:
## INFO [11:08:48.004] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:48.004] [bbotk] 4 43 TRUE gini 0.1494011 0.70858 0
## INFO [11:08:48.004] [bbotk] errors runtime_learners uhash
## INFO [11:08:48.004] [bbotk] 0 0.269 7d82f2b0-89a0-4520-969b-27f0f4f18369
## INFO [11:08:48.007] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:48.016] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:48.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:48.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:48.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:48.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:48.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:48.552] [mlr3] Finished benchmark
## INFO [11:08:48.571] [bbotk] Result of batch 1078:
## INFO [11:08:48.572] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:48.572] [bbotk] 5 194 TRUE extratrees 0.880906 0.6902343 0
## INFO [11:08:48.572] [bbotk] errors runtime_learners uhash
## INFO [11:08:48.572] [bbotk] 0 0.498 e67a09d1-0c46-43ac-92f4-836b3b202ede
## INFO [11:08:48.575] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:48.584] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:48.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:48.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:48.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:48.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:48.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:48.881] [mlr3] Finished benchmark
## INFO [11:08:48.900] [bbotk] Result of batch 1079:
## INFO [11:08:48.901] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:48.901] [bbotk] 2 289 FALSE gini 0.9704621 0.6994099 0
## INFO [11:08:48.901] [bbotk] errors runtime_learners uhash
## INFO [11:08:48.901] [bbotk] 0 0.272 06cb5cf0-4ace-49b2-889e-e6fb04ab04cd
## INFO [11:08:48.904] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:48.913] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:48.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:49.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:49.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:49.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:49.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:49.354] [mlr3] Finished benchmark
## INFO [11:08:49.374] [bbotk] Result of batch 1080:
## INFO [11:08:49.374] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:49.374] [bbotk] 1 65 TRUE gini 0.855605 0.7202701 0
## INFO [11:08:49.374] [bbotk] errors runtime_learners uhash
## INFO [11:08:49.374] [bbotk] 0 0.407 a2887c56-44dc-4b98-a4ff-8b1f50899f98
## INFO [11:08:49.377] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:49.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:49.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:49.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:49.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:49.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:49.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:49.771] [mlr3] Finished benchmark
## INFO [11:08:49.790] [bbotk] Result of batch 1081:
## INFO [11:08:49.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:49.791] [bbotk] 2 125 TRUE gini 0.7462462 0.7046069 0
## INFO [11:08:49.791] [bbotk] errors runtime_learners uhash
## INFO [11:08:49.791] [bbotk] 0 0.359 1ea38642-35b9-400e-a209-904c696c0262
## INFO [11:08:49.793] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:49.802] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:49.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:49.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:49.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:49.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:49.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:50.002] [mlr3] Finished benchmark
## INFO [11:08:50.021] [bbotk] Result of batch 1082:
## INFO [11:08:50.022] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:50.022] [bbotk] 3 204 FALSE gini 0.1136243 0.6 0
## INFO [11:08:50.022] [bbotk] errors runtime_learners uhash
## INFO [11:08:50.022] [bbotk] 0 0.162 10e362e3-c2f8-49cd-b8a4-086f27e0bb9a
## INFO [11:08:50.025] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:50.034] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:50.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:50.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:50.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:50.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:50.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:50.366] [mlr3] Finished benchmark
## INFO [11:08:50.385] [bbotk] Result of batch 1083:
## INFO [11:08:50.386] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:50.386] [bbotk] 3 189 TRUE gini 0.6041074 0.7009657 0
## INFO [11:08:50.386] [bbotk] errors runtime_learners uhash
## INFO [11:08:50.386] [bbotk] 0 0.304 d9a96d45-9de4-45f1-87e8-3c4ae778e888
## INFO [11:08:50.388] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:50.405] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:50.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:50.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:50.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:50.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:51.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:51.238] [mlr3] Finished benchmark
## INFO [11:08:51.257] [bbotk] Result of batch 1084:
## INFO [11:08:51.258] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:51.258] [bbotk] 4 1 FALSE gini 0.490012 0.8249101 0
## INFO [11:08:51.258] [bbotk] errors runtime_learners uhash
## INFO [11:08:51.258] [bbotk] 0 0.799 70d62749-fff1-453e-87e4-bd564f78b6f0
## INFO [11:08:51.261] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:51.270] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:51.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:51.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:51.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:51.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:51.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:51.666] [mlr3] Finished benchmark
## INFO [11:08:51.692] [bbotk] Result of batch 1085:
## INFO [11:08:51.693] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:51.693] [bbotk] 2 198 FALSE extratrees 0.9862976 0.6901648 0
## INFO [11:08:51.693] [bbotk] errors runtime_learners uhash
## INFO [11:08:51.693] [bbotk] 0 0.369 4164b760-aba5-45f9-b7fc-af7d32113b56
## INFO [11:08:51.696] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:51.705] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:51.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:51.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:51.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:51.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:51.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:51.943] [mlr3] Finished benchmark
## INFO [11:08:51.962] [bbotk] Result of batch 1086:
## INFO [11:08:51.963] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:51.963] [bbotk] 5 108 TRUE extratrees 0.2130279 0.7249585 0
## INFO [11:08:51.963] [bbotk] errors runtime_learners uhash
## INFO [11:08:51.963] [bbotk] 0 0.214 58883eee-58ca-4c65-8b80-d14481531e29
## INFO [11:08:51.965] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:51.974] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:51.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:52.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:52.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:52.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:52.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:52.138] [mlr3] Finished benchmark
## INFO [11:08:52.160] [bbotk] Result of batch 1087:
## INFO [11:08:52.161] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:52.161] [bbotk] 4 323 TRUE gini 0.3435312 0.6 0
## INFO [11:08:52.161] [bbotk] errors runtime_learners uhash
## INFO [11:08:52.161] [bbotk] 0 0.13 b7eb124a-1f79-4ca1-9601-bdfb1bd788f0
## INFO [11:08:52.164] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:52.173] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:52.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:52.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:52.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:52.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:52.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:52.325] [mlr3] Finished benchmark
## INFO [11:08:52.344] [bbotk] Result of batch 1088:
## INFO [11:08:52.345] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:52.345] [bbotk] 1 312 TRUE extratrees 0.3503107 0.6 0
## INFO [11:08:52.345] [bbotk] errors runtime_learners uhash
## INFO [11:08:52.345] [bbotk] 0 0.127 aaafde6b-91bd-48c2-9228-0594328b6dc2
## INFO [11:08:52.347] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:52.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:52.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:52.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:52.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:52.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:52.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:52.524] [mlr3] Finished benchmark
## INFO [11:08:52.543] [bbotk] Result of batch 1089:
## INFO [11:08:52.544] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:52.544] [bbotk] 1 360 TRUE extratrees 0.3111264 0.6 0
## INFO [11:08:52.544] [bbotk] errors runtime_learners uhash
## INFO [11:08:52.544] [bbotk] 0 0.133 91f00cbf-e01f-408a-ac95-19a96a5e02ef
## INFO [11:08:52.547] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:52.556] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:52.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:52.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:52.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:52.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:52.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:52.918] [mlr3] Finished benchmark
## INFO [11:08:52.937] [bbotk] Result of batch 1090:
## INFO [11:08:52.938] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:52.938] [bbotk] 2 39 FALSE gini 0.2691292 0.7161105 0
## INFO [11:08:52.938] [bbotk] errors runtime_learners uhash
## INFO [11:08:52.938] [bbotk] 0 0.336 1bdd6438-19b0-4103-a033-433ab459779b
## INFO [11:08:52.940] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:52.950] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:52.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:53.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:53.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:53.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:53.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:53.312] [mlr3] Finished benchmark
## INFO [11:08:53.331] [bbotk] Result of batch 1091:
## INFO [11:08:53.332] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:53.332] [bbotk] 3 112 TRUE extratrees 0.4574314 0.6918177 0
## INFO [11:08:53.332] [bbotk] errors runtime_learners uhash
## INFO [11:08:53.332] [bbotk] 0 0.333 20ad5fec-009c-4248-841d-b8b965fba94d
## INFO [11:08:53.334] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:53.343] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:53.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:53.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:53.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:53.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:53.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:53.538] [mlr3] Finished benchmark
## INFO [11:08:53.558] [bbotk] Result of batch 1092:
## INFO [11:08:53.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:53.559] [bbotk] 1 446 FALSE gini 0.5614076 0.6664343 0
## INFO [11:08:53.559] [bbotk] errors runtime_learners uhash
## INFO [11:08:53.559] [bbotk] 0 0.167 e7577775-2d1d-4ba6-bc46-75c105496bf7
## INFO [11:08:53.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:53.571] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:53.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:53.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:53.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:53.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:53.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:53.884] [mlr3] Finished benchmark
## INFO [11:08:53.903] [bbotk] Result of batch 1093:
## INFO [11:08:53.904] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:53.904] [bbotk] 3 327 FALSE extratrees 0.7348129 0.7326267 0
## INFO [11:08:53.904] [bbotk] errors runtime_learners uhash
## INFO [11:08:53.904] [bbotk] 0 0.282 47f039d8-1807-41f8-8e84-e739a8c1d442
## INFO [11:08:53.906] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:53.916] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:53.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:53.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:54.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:54.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:54.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:54.196] [mlr3] Finished benchmark
## INFO [11:08:54.216] [bbotk] Result of batch 1094:
## INFO [11:08:54.217] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:54.217] [bbotk] 1 370 FALSE extratrees 0.8189599 0.73646 0
## INFO [11:08:54.217] [bbotk] errors runtime_learners uhash
## INFO [11:08:54.217] [bbotk] 0 0.259 ffbd24c8-c62d-4fe2-a2d6-51905303dae7
## INFO [11:08:54.219] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:54.241] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:54.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:54.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:54.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:54.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:54.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:54.585] [mlr3] Finished benchmark
## INFO [11:08:54.605] [bbotk] Result of batch 1095:
## INFO [11:08:54.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:54.606] [bbotk] 2 218 FALSE gini 0.9934049 0.7035156 0
## INFO [11:08:54.606] [bbotk] errors runtime_learners uhash
## INFO [11:08:54.606] [bbotk] 0 0.318 25c4dbd8-adda-46b0-babf-b6ceccd4ebdd
## INFO [11:08:54.608] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:54.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:54.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:54.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:54.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:54.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:54.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:54.791] [mlr3] Finished benchmark
## INFO [11:08:54.822] [bbotk] Result of batch 1096:
## INFO [11:08:54.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:54.823] [bbotk] 5 437 FALSE extratrees 0.261486 0.6 0
## INFO [11:08:54.823] [bbotk] errors runtime_learners uhash
## INFO [11:08:54.823] [bbotk] 0 0.149 4fed89ea-0e73-4ed0-85f5-8692ac6b6d07
## INFO [11:08:54.827] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:54.837] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:54.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:54.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:54.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:55.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:55.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:55.145] [mlr3] Finished benchmark
## INFO [11:08:55.164] [bbotk] Result of batch 1097:
## INFO [11:08:55.165] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:55.165] [bbotk] 3 239 FALSE gini 0.6225338 0.7047877 0
## INFO [11:08:55.165] [bbotk] errors runtime_learners uhash
## INFO [11:08:55.165] [bbotk] 0 0.283 3a0da538-0eb9-438f-a266-e0ab1829f115
## INFO [11:08:55.168] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:55.177] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:55.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:55.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:55.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:55.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:55.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:55.476] [mlr3] Finished benchmark
## INFO [11:08:55.496] [bbotk] Result of batch 1098:
## INFO [11:08:55.497] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:55.497] [bbotk] 1 297 FALSE extratrees 0.6845921 0.7327217 0
## INFO [11:08:55.497] [bbotk] errors runtime_learners uhash
## INFO [11:08:55.497] [bbotk] 0 0.265 4bc1e8db-5685-41a2-bb33-4a1da5e2d448
## INFO [11:08:55.499] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:55.508] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:55.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:55.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:55.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:55.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:55.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:55.869] [mlr3] Finished benchmark
## INFO [11:08:55.889] [bbotk] Result of batch 1099:
## INFO [11:08:55.890] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:55.890] [bbotk] 3 52 FALSE extratrees 0.2801303 0.6918177 0
## INFO [11:08:55.890] [bbotk] errors runtime_learners uhash
## INFO [11:08:55.890] [bbotk] 0 0.335 a7eb435e-7cb7-4522-95bd-712832fe3aa9
## INFO [11:08:55.893] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:55.902] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:55.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:55.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:56.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:56.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:56.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:56.378] [mlr3] Finished benchmark
## INFO [11:08:56.397] [bbotk] Result of batch 1100:
## INFO [11:08:56.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:56.398] [bbotk] 1 23 FALSE extratrees 0.4062526 0.6900138 0
## INFO [11:08:56.398] [bbotk] errors runtime_learners uhash
## INFO [11:08:56.398] [bbotk] 0 0.435 a153be50-d6be-4c4a-8c5e-502ec5920210
## INFO [11:08:56.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:56.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:56.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:56.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:56.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:56.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:56.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:56.802] [mlr3] Finished benchmark
## INFO [11:08:56.821] [bbotk] Result of batch 1101:
## INFO [11:08:56.822] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:56.822] [bbotk] 4 136 FALSE extratrees 0.5734193 0.6938379 0
## INFO [11:08:56.822] [bbotk] errors runtime_learners uhash
## INFO [11:08:56.822] [bbotk] 0 0.363 5a5eaec1-d88e-4f51-a15a-21f19c849660
## INFO [11:08:56.868] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:56.885] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:56.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:56.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:57.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:57.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:57.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:57.275] [mlr3] Finished benchmark
## INFO [11:08:57.294] [bbotk] Result of batch 1102:
## INFO [11:08:57.295] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:57.295] [bbotk] 2 47 FALSE gini 0.3715595 0.7184009 0
## INFO [11:08:57.295] [bbotk] errors runtime_learners uhash
## INFO [11:08:57.295] [bbotk] 0 0.361 7e85e2ba-3a13-43d2-ad2d-abc46d579382
## INFO [11:08:57.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:57.307] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:57.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:57.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:57.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:57.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:57.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:57.480] [mlr3] Finished benchmark
## INFO [11:08:57.500] [bbotk] Result of batch 1103:
## INFO [11:08:57.501] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:57.501] [bbotk] 5 491 FALSE extratrees 0.3908457 0.6 0
## INFO [11:08:57.501] [bbotk] errors runtime_learners uhash
## INFO [11:08:57.501] [bbotk] 0 0.144 37eed3f6-3618-435a-a707-a8a7b9f7b966
## INFO [11:08:57.503] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:57.525] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:57.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:57.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:57.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:57.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:57.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:57.687] [mlr3] Finished benchmark
## INFO [11:08:57.706] [bbotk] Result of batch 1104:
## INFO [11:08:57.707] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:57.707] [bbotk] 1 491 TRUE gini 0.3246923 0.6 0
## INFO [11:08:57.707] [bbotk] errors runtime_learners uhash
## INFO [11:08:57.707] [bbotk] 0 0.132 a93ffef2-f989-4ae6-bf2f-6d7ad7e86119
## INFO [11:08:57.710] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:57.719] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:57.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:57.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:57.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:57.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:57.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:57.940] [mlr3] Finished benchmark
## INFO [11:08:57.959] [bbotk] Result of batch 1105:
## INFO [11:08:57.960] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:57.960] [bbotk] 4 477 FALSE gini 0.5968796 0.6532537 0
## INFO [11:08:57.960] [bbotk] errors runtime_learners uhash
## INFO [11:08:57.960] [bbotk] 0 0.195 b70dbe76-ee4e-4267-9786-18796117b434
## INFO [11:08:57.963] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:57.972] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:57.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:58.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:58.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:58.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:58.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:58.196] [mlr3] Finished benchmark
## INFO [11:08:58.216] [bbotk] Result of batch 1106:
## INFO [11:08:58.217] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:58.217] [bbotk] 1 288 FALSE gini 0.3749496 0.6627612 0
## INFO [11:08:58.217] [bbotk] errors runtime_learners uhash
## INFO [11:08:58.217] [bbotk] 0 0.184 76608e72-6303-47fd-99b7-b3b73a866055
## INFO [11:08:58.219] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:58.228] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:58.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:58.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:58.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:58.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:58.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:58.950] [mlr3] Finished benchmark
## INFO [11:08:58.970] [bbotk] Result of batch 1107:
## INFO [11:08:58.971] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:58.971] [bbotk] 5 34 FALSE extratrees 0.7049015 0.7127615 0
## INFO [11:08:58.971] [bbotk] errors runtime_learners uhash
## INFO [11:08:58.971] [bbotk] 0 0.695 3c215e81-78f5-49a9-8f33-5b81adc230ba
## INFO [11:08:58.973] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:58.990] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:58.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:59.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:59.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:59.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:59.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:59.590] [mlr3] Finished benchmark
## INFO [11:08:59.610] [bbotk] Result of batch 1108:
## INFO [11:08:59.611] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:59.611] [bbotk] 5 42 TRUE extratrees 0.5511719 0.7033752 0
## INFO [11:08:59.611] [bbotk] errors runtime_learners uhash
## INFO [11:08:59.611] [bbotk] 0 0.564 b3018e77-7663-43af-a959-2b4c990d35bf
## INFO [11:08:59.614] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:59.623] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:59.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:08:59.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:08:59.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:08:59.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:08:59.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:08:59.941] [mlr3] Finished benchmark
## INFO [11:08:59.960] [bbotk] Result of batch 1109:
## INFO [11:08:59.961] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:08:59.961] [bbotk] 1 304 TRUE extratrees 0.7772717 0.7251075 0
## INFO [11:08:59.961] [bbotk] errors runtime_learners uhash
## INFO [11:08:59.961] [bbotk] 0 0.288 2a1c6ba5-5775-45ea-a172-c0df0dee344b
## INFO [11:08:59.963] [bbotk] Evaluating 1 configuration(s)
## INFO [11:08:59.981] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:08:59.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:00.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:00.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:00.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:00.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:00.276] [mlr3] Finished benchmark
## INFO [11:09:00.295] [bbotk] Result of batch 1110:
## INFO [11:09:00.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:00.296] [bbotk] 3 377 TRUE gini 0.7737362 0.6953022 0
## INFO [11:09:00.296] [bbotk] errors runtime_learners uhash
## INFO [11:09:00.296] [bbotk] 0 0.26 880011c5-0204-4d68-a071-e15a365a5edd
## INFO [11:09:00.299] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:00.308] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:00.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:00.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:00.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:00.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:00.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:00.579] [mlr3] Finished benchmark
## INFO [11:09:00.599] [bbotk] Result of batch 1111:
## INFO [11:09:00.600] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:00.600] [bbotk] 1 479 TRUE extratrees 0.8197293 0.7421753 0
## INFO [11:09:00.600] [bbotk] errors runtime_learners uhash
## INFO [11:09:00.600] [bbotk] 0 0.246 8b4deacb-97c9-466a-ac45-cfbe94353ad5
## INFO [11:09:00.602] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:00.611] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:00.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:00.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:00.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:01.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:01.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:01.415] [mlr3] Finished benchmark
## INFO [11:09:01.436] [bbotk] Result of batch 1112:
## INFO [11:09:01.437] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:01.437] [bbotk] 4 31 TRUE gini 0.9846314 0.7901617 0
## INFO [11:09:01.437] [bbotk] errors runtime_learners uhash
## INFO [11:09:01.437] [bbotk] 0 0.769 2ecbe8dd-2f39-4410-ba68-4ba575dd0929
## INFO [11:09:01.439] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:01.448] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:01.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:01.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:01.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:01.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:01.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:01.751] [mlr3] Finished benchmark
## INFO [11:09:01.771] [bbotk] Result of batch 1113:
## INFO [11:09:01.771] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:01.771] [bbotk] 2 202 FALSE extratrees 0.548512 0.715473 0
## INFO [11:09:01.771] [bbotk] errors runtime_learners uhash
## INFO [11:09:01.771] [bbotk] 0 0.276 63de2b9f-9c4b-43bf-9237-5f2cea1bf6dd
## INFO [11:09:01.774] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:01.792] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:01.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:01.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:02.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:02.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:02.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:02.323] [mlr3] Finished benchmark
## INFO [11:09:02.342] [bbotk] Result of batch 1114:
## INFO [11:09:02.343] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:02.343] [bbotk] 3 67 FALSE gini 0.8073036 0.7420151 0
## INFO [11:09:02.343] [bbotk] errors runtime_learners uhash
## INFO [11:09:02.343] [bbotk] 0 0.496 1f1e30e1-678d-4370-bc19-5b79531560d8
## INFO [11:09:02.346] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:02.355] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:02.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:02.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:02.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:02.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:02.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:02.720] [mlr3] Finished benchmark
## INFO [11:09:02.740] [bbotk] Result of batch 1115:
## INFO [11:09:02.741] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:02.741] [bbotk] 1 102 TRUE gini 0.7575041 0.6998127 0
## INFO [11:09:02.741] [bbotk] errors runtime_learners uhash
## INFO [11:09:02.741] [bbotk] 0 0.338 f230295a-fb01-408c-8510-afe2bf11efd4
## INFO [11:09:02.743] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:02.766] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:02.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:02.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:02.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:02.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:02.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:02.931] [mlr3] Finished benchmark
## INFO [11:09:02.950] [bbotk] Result of batch 1116:
## INFO [11:09:02.951] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:02.951] [bbotk] 1 379 TRUE extratrees 0.1522218 0.6 0
## INFO [11:09:02.951] [bbotk] errors runtime_learners uhash
## INFO [11:09:02.951] [bbotk] 0 0.135 27280bb3-b8b1-4378-9f0b-9c54df90c2e3
## INFO [11:09:02.954] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:02.963] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:02.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:03.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:03.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:03.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:03.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:03.148] [mlr3] Finished benchmark
## INFO [11:09:03.168] [bbotk] Result of batch 1117:
## INFO [11:09:03.169] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:03.169] [bbotk] 3 373 FALSE gini 0.1326723 0.6 0
## INFO [11:09:03.169] [bbotk] errors runtime_learners uhash
## INFO [11:09:03.169] [bbotk] 0 0.16 2dbf72f5-4c7b-46d7-8bb9-a1caabc1cc5a
## INFO [11:09:03.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:03.191] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:03.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:03.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:03.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:03.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:03.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:03.383] [mlr3] Finished benchmark
## INFO [11:09:03.403] [bbotk] Result of batch 1118:
## INFO [11:09:03.404] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:03.404] [bbotk] 5 290 FALSE extratrees 0.1555381 0.6 0
## INFO [11:09:03.404] [bbotk] errors runtime_learners uhash
## INFO [11:09:03.404] [bbotk] 0 0.159 4796a9f0-792b-4fbf-a919-31b69403bd9e
## INFO [11:09:03.407] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:03.416] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:03.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:03.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:03.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:03.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:03.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:03.729] [mlr3] Finished benchmark
## INFO [11:09:03.749] [bbotk] Result of batch 1119:
## INFO [11:09:03.750] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:03.750] [bbotk] 3 283 FALSE gini 0.7886617 0.7089097 0
## INFO [11:09:03.750] [bbotk] errors runtime_learners uhash
## INFO [11:09:03.750] [bbotk] 0 0.286 a4f6d710-0282-4799-a77a-cfc5e5a47b3b
## INFO [11:09:03.752] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:03.772] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:03.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:03.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:03.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:03.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:03.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:03.984] [mlr3] Finished benchmark
## INFO [11:09:04.004] [bbotk] Result of batch 1120:
## INFO [11:09:04.005] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:04.005] [bbotk] 2 495 FALSE gini 0.813064 0.6572509 0
## INFO [11:09:04.005] [bbotk] errors runtime_learners uhash
## INFO [11:09:04.005] [bbotk] 0 0.179 2bf17786-edaf-4796-8ce0-53c11e96a958
## INFO [11:09:04.007] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:04.016] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:04.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:04.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:04.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:04.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:04.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:04.313] [mlr3] Finished benchmark
## INFO [11:09:04.333] [bbotk] Result of batch 1121:
## INFO [11:09:04.334] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:04.334] [bbotk] 2 161 FALSE gini 0.4367932 0.7011281 0
## INFO [11:09:04.334] [bbotk] errors runtime_learners uhash
## INFO [11:09:04.334] [bbotk] 0 0.272 883bb12d-cda6-46d4-bdf7-6f83a8582765
## INFO [11:09:04.336] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:04.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:04.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:04.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:04.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:04.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:04.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:04.795] [mlr3] Finished benchmark
## INFO [11:09:04.815] [bbotk] Result of batch 1122:
## INFO [11:09:04.815] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:04.815] [bbotk] 2 65 TRUE gini 0.6507725 0.7240942 0
## INFO [11:09:04.815] [bbotk] errors runtime_learners uhash
## INFO [11:09:04.815] [bbotk] 0 0.406 44ea0289-2a0d-4886-829e-81c027a585c9
## INFO [11:09:04.818] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:04.827] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:04.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:04.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:04.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:04.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:04.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:04.981] [mlr3] Finished benchmark
## INFO [11:09:05.001] [bbotk] Result of batch 1123:
## INFO [11:09:05.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:05.002] [bbotk] 3 360 TRUE gini 0.234892 0.4 0
## INFO [11:09:05.002] [bbotk] errors runtime_learners uhash
## INFO [11:09:05.002] [bbotk] 0 0.126 4ee5ee16-c190-45cc-9012-4778816917db
## INFO [11:09:05.004] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:05.029] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:05.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:05.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:05.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:05.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:05.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:05.189] [mlr3] Finished benchmark
## INFO [11:09:05.209] [bbotk] Result of batch 1124:
## INFO [11:09:05.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:05.210] [bbotk] 1 479 TRUE gini 0.1851712 0.6 0
## INFO [11:09:05.210] [bbotk] errors runtime_learners uhash
## INFO [11:09:05.210] [bbotk] 0 0.133 3dde11f0-5c9f-4b3a-a479-31b9bded70a1
## INFO [11:09:05.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:05.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:05.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:05.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:05.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:05.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:05.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:05.401] [mlr3] Finished benchmark
## INFO [11:09:05.420] [bbotk] Result of batch 1125:
## INFO [11:09:05.421] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:05.421] [bbotk] 3 248 FALSE gini 0.1865263 0.6 0
## INFO [11:09:05.421] [bbotk] errors runtime_learners uhash
## INFO [11:09:05.421] [bbotk] 0 0.153 b72550af-6fc3-4453-8bd9-3e13712135e2
## INFO [11:09:05.430] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:05.448] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:05.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:05.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:05.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:05.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:05.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:05.712] [mlr3] Finished benchmark
## INFO [11:09:05.731] [bbotk] Result of batch 1126:
## INFO [11:09:05.732] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:05.732] [bbotk] 2 360 FALSE gini 0.8256755 0.6992589 0
## INFO [11:09:05.732] [bbotk] errors runtime_learners uhash
## INFO [11:09:05.732] [bbotk] 0 0.238 d32a4e37-471d-4c17-b23a-23c032b9e7dc
## INFO [11:09:05.735] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:05.744] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:05.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:05.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:05.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:05.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:05.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:06.019] [mlr3] Finished benchmark
## INFO [11:09:06.045] [bbotk] Result of batch 1127:
## INFO [11:09:06.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:06.047] [bbotk] 1 226 FALSE gini 0.6909171 0.695705 0
## INFO [11:09:06.047] [bbotk] errors runtime_learners uhash
## INFO [11:09:06.047] [bbotk] 0 0.249 d5e68378-eede-4b59-8ae8-44b9d88a33fe
## INFO [11:09:06.051] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:06.071] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:06.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:06.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:06.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:06.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:06.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:06.300] [mlr3] Finished benchmark
## INFO [11:09:06.319] [bbotk] Result of batch 1128:
## INFO [11:09:06.320] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:06.320] [bbotk] 3 485 FALSE extratrees 0.6454235 0.7164778 0
## INFO [11:09:06.320] [bbotk] errors runtime_learners uhash
## INFO [11:09:06.320] [bbotk] 0 0.202 0e6dfb8b-d48e-45ec-a12e-c9c9ad52c359
## INFO [11:09:06.323] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:06.332] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:06.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:06.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:06.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:06.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:06.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:06.644] [mlr3] Finished benchmark
## INFO [11:09:06.674] [bbotk] Result of batch 1129:
## INFO [11:09:06.675] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:06.675] [bbotk] 3 343 FALSE extratrees 0.8500447 0.7212181 0
## INFO [11:09:06.675] [bbotk] errors runtime_learners uhash
## INFO [11:09:06.675] [bbotk] 0 0.287 63ed1501-f3f2-483d-bf9e-5693519206fc
## INFO [11:09:06.680] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:06.697] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:06.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:06.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:06.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:07.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:07.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:07.221] [mlr3] Finished benchmark
## INFO [11:09:07.241] [bbotk] Result of batch 1130:
## INFO [11:09:07.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:07.242] [bbotk] 4 135 FALSE extratrees 0.9163009 0.6819351 0
## INFO [11:09:07.242] [bbotk] errors runtime_learners uhash
## INFO [11:09:07.242] [bbotk] 0 0.498 dc8e1c82-a0e1-4456-8d1e-169bc7be6bec
## INFO [11:09:07.245] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:07.254] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:07.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:07.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:07.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:07.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:07.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:07.425] [mlr3] Finished benchmark
## INFO [11:09:07.452] [bbotk] Result of batch 1131:
## INFO [11:09:07.454] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:07.454] [bbotk] 2 423 TRUE extratrees 0.4759126 0.6 0
## INFO [11:09:07.454] [bbotk] errors runtime_learners uhash
## INFO [11:09:07.454] [bbotk] 0 0.134 c3af33e3-bba6-4baf-ad51-d0d691349fbc
## INFO [11:09:07.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:07.472] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:07.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:07.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:07.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:07.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:07.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:07.777] [mlr3] Finished benchmark
## INFO [11:09:07.798] [bbotk] Result of batch 1132:
## INFO [11:09:07.799] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:07.799] [bbotk] 4 403 FALSE gini 0.9215718 0.7314539 0
## INFO [11:09:07.799] [bbotk] errors runtime_learners uhash
## INFO [11:09:07.799] [bbotk] 0 0.278 6977711c-3065-4e93-9be2-c7bd06936198
## INFO [11:09:07.801] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:07.811] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:07.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:07.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:07.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:08.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:08.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:08.184] [mlr3] Finished benchmark
## INFO [11:09:08.212] [bbotk] Result of batch 1133:
## INFO [11:09:08.213] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:08.213] [bbotk] 1 85 FALSE extratrees 0.4262012 0.6975762 0
## INFO [11:09:08.213] [bbotk] errors runtime_learners uhash
## INFO [11:09:08.213] [bbotk] 0 0.329 7741b7ed-e1f4-42e2-8f5b-49e4fe046f0e
## INFO [11:09:08.215] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:08.225] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:08.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:08.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:08.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:08.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:08.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:08.568] [mlr3] Finished benchmark
## INFO [11:09:08.589] [bbotk] Result of batch 1134:
## INFO [11:09:08.590] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:08.590] [bbotk] 2 196 TRUE extratrees 0.6734006 0.7101492 0
## INFO [11:09:08.590] [bbotk] errors runtime_learners uhash
## INFO [11:09:08.590] [bbotk] 0 0.316 eb4c3a1b-16b1-4b77-800f-eb524c7de809
## INFO [11:09:08.592] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:08.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:08.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:08.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:08.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:09.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:09.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:09.394] [mlr3] Finished benchmark
## INFO [11:09:09.414] [bbotk] Result of batch 1135:
## INFO [11:09:09.415] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:09.415] [bbotk] 3 9 TRUE extratrees 0.6519166 0.7840338 0
## INFO [11:09:09.415] [bbotk] errors runtime_learners uhash
## INFO [11:09:09.415] [bbotk] 0 0.752 d043643c-d300-429e-92c7-ea3c85e45793
## INFO [11:09:09.417] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:09.427] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:09.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:09.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:09.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:09.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:09.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:09.665] [mlr3] Finished benchmark
## INFO [11:09:09.685] [bbotk] Result of batch 1136:
## INFO [11:09:09.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:09.685] [bbotk] 4 283 FALSE gini 0.4707288 0.6593143 0
## INFO [11:09:09.685] [bbotk] errors runtime_learners uhash
## INFO [11:09:09.685] [bbotk] 0 0.211 273f719b-9174-409d-803b-f3b96fef53ee
## INFO [11:09:09.688] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:09.707] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:09.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:09.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:09.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:09.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:09.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:10.002] [mlr3] Finished benchmark
## INFO [11:09:10.022] [bbotk] Result of batch 1137:
## INFO [11:09:10.023] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:10.023] [bbotk] 1 159 FALSE gini 0.4794654 0.6939031 0
## INFO [11:09:10.023] [bbotk] errors runtime_learners uhash
## INFO [11:09:10.023] [bbotk] 0 0.264 d8c6ecb5-9d50-45d4-9379-83a85921239e
## INFO [11:09:10.025] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:10.035] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:10.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:10.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:10.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:10.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:10.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:10.298] [mlr3] Finished benchmark
## INFO [11:09:10.318] [bbotk] Result of batch 1138:
## INFO [11:09:10.319] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:10.319] [bbotk] 4 231 TRUE gini 0.4470714 0.6949349 0
## INFO [11:09:10.319] [bbotk] errors runtime_learners uhash
## INFO [11:09:10.319] [bbotk] 0 0.238 5b0f7948-9831-4037-ad9a-645f00ce6a6b
## INFO [11:09:10.321] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:10.345] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:10.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:10.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:10.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:10.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:10.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:10.566] [mlr3] Finished benchmark
## INFO [11:09:10.586] [bbotk] Result of batch 1139:
## INFO [11:09:10.587] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:10.587] [bbotk] 2 497 TRUE gini 0.7584683 0.6515058 0
## INFO [11:09:10.587] [bbotk] errors runtime_learners uhash
## INFO [11:09:10.587] [bbotk] 0 0.192 7919aff8-61ac-48a8-a912-9f0eeef03484
## INFO [11:09:10.589] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:10.599] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:10.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:10.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:10.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:10.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:10.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:10.909] [mlr3] Finished benchmark
## INFO [11:09:10.938] [bbotk] Result of batch 1140:
## INFO [11:09:10.940] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:10.940] [bbotk] 5 432 TRUE extratrees 0.8049172 0.7252287 0
## INFO [11:09:10.940] [bbotk] errors runtime_learners uhash
## INFO [11:09:10.940] [bbotk] 0 0.285 cc9e2fae-d59d-4249-b8fa-8baef8d0d219
## INFO [11:09:10.944] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:10.962] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:10.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:11.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:11.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:11.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:11.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:11.168] [mlr3] Finished benchmark
## INFO [11:09:11.188] [bbotk] Result of batch 1141:
## INFO [11:09:11.189] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:11.189] [bbotk] 4 83 TRUE gini 0.1364072 0.6632576 0
## INFO [11:09:11.189] [bbotk] errors runtime_learners uhash
## INFO [11:09:11.189] [bbotk] 0 0.177 894d3993-db58-4134-a201-678df3e06293
## INFO [11:09:11.192] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:11.201] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:11.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:11.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:11.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:11.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:11.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:11.388] [mlr3] Finished benchmark
## INFO [11:09:11.415] [bbotk] Result of batch 1142:
## INFO [11:09:11.416] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:11.416] [bbotk] 5 415 TRUE extratrees 0.1832566 0.6 0
## INFO [11:09:11.416] [bbotk] errors runtime_learners uhash
## INFO [11:09:11.416] [bbotk] 0 0.13 59e95bc8-627f-421b-a596-aaf14e69bc11
## INFO [11:09:11.421] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:11.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:11.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:11.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:11.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:11.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:11.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:11.721] [mlr3] Finished benchmark
## INFO [11:09:11.741] [bbotk] Result of batch 1143:
## INFO [11:09:11.742] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:11.742] [bbotk] 2 164 FALSE gini 0.3833106 0.6973897 0
## INFO [11:09:11.742] [bbotk] errors runtime_learners uhash
## INFO [11:09:11.742] [bbotk] 0 0.252 d376133d-ecc6-4877-9c60-23386e3b30d4
## INFO [11:09:11.744] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:11.754] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:11.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:11.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:11.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:11.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:12.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:12.065] [mlr3] Finished benchmark
## INFO [11:09:12.096] [bbotk] Result of batch 1144:
## INFO [11:09:12.097] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:12.097] [bbotk] 4 99 FALSE gini 0.2581569 0.7008984 0
## INFO [11:09:12.097] [bbotk] errors runtime_learners uhash
## INFO [11:09:12.097] [bbotk] 0 0.284 35b7cad9-a523-46f9-9b9e-f7aa0cf23a95
## INFO [11:09:12.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:12.120] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:12.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:12.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:12.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:12.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:12.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:12.474] [mlr3] Finished benchmark
## INFO [11:09:12.493] [bbotk] Result of batch 1145:
## INFO [11:09:12.494] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:12.494] [bbotk] 1 90 TRUE gini 0.6113493 0.6979436 0
## INFO [11:09:12.494] [bbotk] errors runtime_learners uhash
## INFO [11:09:12.494] [bbotk] 0 0.323 588f3bb3-74b7-4c88-abac-bb037a4cae90
## INFO [11:09:12.497] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:12.506] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:12.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:12.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:12.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:12.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:12.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:12.789] [mlr3] Finished benchmark
## INFO [11:09:12.817] [bbotk] Result of batch 1146:
## INFO [11:09:12.819] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:12.819] [bbotk] 5 378 TRUE extratrees 0.6709606 0.7252826 0
## INFO [11:09:12.819] [bbotk] errors runtime_learners uhash
## INFO [11:09:12.819] [bbotk] 0 0.26 1a8936fc-dbbe-4021-a929-a057e8706a3d
## INFO [11:09:12.823] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:12.841] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:12.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:12.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:12.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:13.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:13.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:13.110] [mlr3] Finished benchmark
## INFO [11:09:13.129] [bbotk] Result of batch 1147:
## INFO [11:09:13.130] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:13.130] [bbotk] 4 485 TRUE gini 0.8629061 0.6766432 0
## INFO [11:09:13.130] [bbotk] errors runtime_learners uhash
## INFO [11:09:13.130] [bbotk] 0 0.24 de8b88c7-c612-4465-819f-380d1785f987
## INFO [11:09:13.133] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:13.142] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:13.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:13.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:13.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:13.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:13.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:13.317] [mlr3] Finished benchmark
## INFO [11:09:13.337] [bbotk] Result of batch 1148:
## INFO [11:09:13.338] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:13.338] [bbotk] 2 417 FALSE extratrees 0.2379775 0.6 0
## INFO [11:09:13.338] [bbotk] errors runtime_learners uhash
## INFO [11:09:13.338] [bbotk] 0 0.151 e0f86050-8f80-4746-93b7-8c0a09dc5127
## INFO [11:09:13.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:13.364] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:13.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:13.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:13.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:13.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:13.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:13.780] [mlr3] Finished benchmark
## INFO [11:09:13.800] [bbotk] Result of batch 1149:
## INFO [11:09:13.801] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:13.801] [bbotk] 5 69 TRUE extratrees 0.378504 0.6882141 0
## INFO [11:09:13.801] [bbotk] errors runtime_learners uhash
## INFO [11:09:13.801] [bbotk] 0 0.383 4f6cdf07-de32-48b2-ac6f-cf83f1efd662
## INFO [11:09:13.804] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:13.813] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:13.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:13.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:13.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:13.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:14.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:14.096] [mlr3] Finished benchmark
## INFO [11:09:14.116] [bbotk] Result of batch 1150:
## INFO [11:09:14.117] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:14.117] [bbotk] 2 465 FALSE extratrees 0.989883 0.7289536 0
## INFO [11:09:14.117] [bbotk] errors runtime_learners uhash
## INFO [11:09:14.117] [bbotk] 0 0.254 0c7b91c6-6063-4656-9bda-e61456ae71bd
## INFO [11:09:14.119] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:14.142] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:14.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:14.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:14.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:14.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:14.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:14.331] [mlr3] Finished benchmark
## INFO [11:09:14.351] [bbotk] Result of batch 1151:
## INFO [11:09:14.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:14.352] [bbotk] 3 478 FALSE extratrees 0.2948652 0.6 0
## INFO [11:09:14.352] [bbotk] errors runtime_learners uhash
## INFO [11:09:14.352] [bbotk] 0 0.152 7556ed34-7dab-419a-8e49-8887e8413e17
## INFO [11:09:14.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:14.364] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:14.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:14.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:14.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:14.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:14.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:14.669] [mlr3] Finished benchmark
## INFO [11:09:14.689] [bbotk] Result of batch 1152:
## INFO [11:09:14.690] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:14.690] [bbotk] 5 487 FALSE extratrees 0.9490018 0.7287373 0
## INFO [11:09:14.690] [bbotk] errors runtime_learners uhash
## INFO [11:09:14.690] [bbotk] 0 0.278 e1d50cd2-db1f-4774-bdb4-5fbea467e598
## INFO [11:09:14.693] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:14.713] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:14.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:14.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:14.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:15.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:15.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:15.182] [mlr3] Finished benchmark
## INFO [11:09:15.202] [bbotk] Result of batch 1153:
## INFO [11:09:15.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:15.203] [bbotk] 5 117 TRUE extratrees 0.5841183 0.6879957 0
## INFO [11:09:15.203] [bbotk] errors runtime_learners uhash
## INFO [11:09:15.203] [bbotk] 0 0.433 3c46dc7e-4c69-4a1d-8d00-00a741262d1c
## INFO [11:09:15.205] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:15.214] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:15.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:15.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:15.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:15.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:15.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:15.482] [mlr3] Finished benchmark
## INFO [11:09:15.502] [bbotk] Result of batch 1154:
## INFO [11:09:15.503] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:15.503] [bbotk] 4 388 TRUE gini 0.7133171 0.68946 0
## INFO [11:09:15.503] [bbotk] errors runtime_learners uhash
## INFO [11:09:15.503] [bbotk] 0 0.241 443c1e7f-051a-4469-bd9c-1d16e97765b3
## INFO [11:09:15.506] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:15.525] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:15.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:15.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:15.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:15.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:15.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:15.843] [mlr3] Finished benchmark
## INFO [11:09:15.863] [bbotk] Result of batch 1155:
## INFO [11:09:15.864] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:15.864] [bbotk] 2 366 TRUE gini 0.9228386 0.6972387 0
## INFO [11:09:15.864] [bbotk] errors runtime_learners uhash
## INFO [11:09:15.864] [bbotk] 0 0.282 74e485fb-310b-4368-a1b0-cb0f70ab8339
## INFO [11:09:15.866] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:15.876] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:15.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:15.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:15.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:15.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:16.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:16.029] [mlr3] Finished benchmark
## INFO [11:09:16.049] [bbotk] Result of batch 1156:
## INFO [11:09:16.050] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:16.050] [bbotk] 4 443 TRUE extratrees 0.2352607 0.6 0
## INFO [11:09:16.050] [bbotk] errors runtime_learners uhash
## INFO [11:09:16.050] [bbotk] 0 0.128 96a90a80-7dfb-4b0a-a266-b24457c7de2f
## INFO [11:09:16.053] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:16.069] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:16.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:16.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:16.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:16.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:16.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:16.364] [mlr3] Finished benchmark
## INFO [11:09:16.384] [bbotk] Result of batch 1157:
## INFO [11:09:16.385] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:16.385] [bbotk] 4 155 TRUE gini 0.336735 0.693282 0
## INFO [11:09:16.385] [bbotk] errors runtime_learners uhash
## INFO [11:09:16.385] [bbotk] 0 0.257 b8781c35-c9fd-4dd0-94b5-5d598c9055c4
## INFO [11:09:16.387] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:16.397] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:16.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:16.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:16.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:16.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:16.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:16.599] [mlr3] Finished benchmark
## INFO [11:09:16.619] [bbotk] Result of batch 1158:
## INFO [11:09:16.620] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:16.620] [bbotk] 1 432 FALSE gini 0.6658441 0.6647814 0
## INFO [11:09:16.620] [bbotk] errors runtime_learners uhash
## INFO [11:09:16.620] [bbotk] 0 0.179 d7e3df5a-59b2-470d-9a73-f7265e6ea816
## INFO [11:09:16.623] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:16.632] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:16.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:16.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:16.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:16.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:16.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:17.084] [mlr3] Finished benchmark
## INFO [11:09:17.104] [bbotk] Result of batch 1159:
## INFO [11:09:17.105] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:17.105] [bbotk] 1 57 FALSE gini 0.9166441 0.7328948 0
## INFO [11:09:17.105] [bbotk] errors runtime_learners uhash
## INFO [11:09:17.105] [bbotk] 0 0.41 2c67104d-b394-4376-ab9e-4e59daddaaa5
## INFO [11:09:17.107] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:17.117] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:17.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:17.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:17.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:17.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:17.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:17.552] [mlr3] Finished benchmark
## INFO [11:09:17.572] [bbotk] Result of batch 1160:
## INFO [11:09:17.573] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:17.573] [bbotk] 3 100 TRUE gini 0.6826842 0.7199049 0
## INFO [11:09:17.573] [bbotk] errors runtime_learners uhash
## INFO [11:09:17.573] [bbotk] 0 0.408 ba1c1d63-d108-4ce4-8f58-8ca8de394623
## INFO [11:09:17.575] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:17.599] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:17.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:17.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:17.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:17.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:17.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:17.802] [mlr3] Finished benchmark
## INFO [11:09:17.822] [bbotk] Result of batch 1161:
## INFO [11:09:17.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:17.823] [bbotk] 5 209 FALSE extratrees 0.1050877 0.4 0
## INFO [11:09:17.823] [bbotk] errors runtime_learners uhash
## INFO [11:09:17.823] [bbotk] 0 0.17 23635f8a-df25-4703-affe-529971f4664e
## INFO [11:09:17.825] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:17.835] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:17.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:17.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:18.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:18.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:18.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:18.514] [mlr3] Finished benchmark
## INFO [11:09:18.534] [bbotk] Result of batch 1162:
## INFO [11:09:18.535] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:18.535] [bbotk] 5 61 FALSE gini 0.9461208 0.7758594 0
## INFO [11:09:18.535] [bbotk] errors runtime_learners uhash
## INFO [11:09:18.535] [bbotk] 0 0.652 58e55cf9-c35b-42f8-a09b-fdc245fe9a26
## INFO [11:09:18.545] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:18.564] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:18.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:18.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:18.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:18.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:18.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:18.729] [mlr3] Finished benchmark
## INFO [11:09:18.748] [bbotk] Result of batch 1163:
## INFO [11:09:18.749] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:18.749] [bbotk] 1 494 TRUE extratrees 0.4575431 0.6 0
## INFO [11:09:18.749] [bbotk] errors runtime_learners uhash
## INFO [11:09:18.749] [bbotk] 0 0.131 398d8a6a-b49b-415d-9dd4-d0bdf765e990
## INFO [11:09:18.752] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:18.761] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:18.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:18.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:18.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:19.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:19.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:19.312] [mlr3] Finished benchmark
## INFO [11:09:19.343] [bbotk] Result of batch 1164:
## INFO [11:09:19.344] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:19.344] [bbotk] 3 66 TRUE extratrees 0.7454223 0.6900677 0
## INFO [11:09:19.344] [bbotk] errors runtime_learners uhash
## INFO [11:09:19.344] [bbotk] 0 0.525 65da2f2e-5ace-4c63-8a98-91e49886624e
## INFO [11:09:19.349] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:19.367] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:19.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:19.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:19.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:19.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:19.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:19.794] [mlr3] Finished benchmark
## INFO [11:09:19.814] [bbotk] Result of batch 1165:
## INFO [11:09:19.815] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:19.815] [bbotk] 3 9 FALSE gini 0.1720614 0.7463646 0
## INFO [11:09:19.815] [bbotk] errors runtime_learners uhash
## INFO [11:09:19.815] [bbotk] 0 0.398 9423c8c2-4aad-450e-8da6-35af8291779f
## INFO [11:09:19.818] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:19.827] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:19.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:19.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:19.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:20.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:20.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:20.141] [mlr3] Finished benchmark
## INFO [11:09:20.177] [bbotk] Result of batch 1166:
## INFO [11:09:20.178] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:20.178] [bbotk] 1 222 TRUE extratrees 0.6036262 0.7270979 0
## INFO [11:09:20.178] [bbotk] errors runtime_learners uhash
## INFO [11:09:20.178] [bbotk] 0 0.287 7de32bce-b168-4817-869e-a5d96424a0e9
## INFO [11:09:20.182] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:20.201] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:20.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:20.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:20.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:20.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:20.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:20.525] [mlr3] Finished benchmark
## INFO [11:09:20.546] [bbotk] Result of batch 1167:
## INFO [11:09:20.547] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:20.547] [bbotk] 5 259 FALSE extratrees 0.5928924 0.7174259 0
## INFO [11:09:20.547] [bbotk] errors runtime_learners uhash
## INFO [11:09:20.547] [bbotk] 0 0.295 151dd090-f6cb-4ae5-87ae-dfab06c87291
## INFO [11:09:20.550] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:20.559] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:20.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:20.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:20.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:20.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:20.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:20.977] [mlr3] Finished benchmark
## INFO [11:09:21.007] [bbotk] Result of batch 1168:
## INFO [11:09:21.010] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:21.010] [bbotk] 3 148 FALSE gini 0.6834847 0.708731 0
## INFO [11:09:21.010] [bbotk] errors runtime_learners uhash
## INFO [11:09:21.010] [bbotk] 0 0.382 07e11ac0-ca7a-4b89-8963-32a244fe43d4
## INFO [11:09:21.018] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:21.040] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:21.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:21.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:21.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:21.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:21.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:21.326] [mlr3] Finished benchmark
## INFO [11:09:21.347] [bbotk] Result of batch 1169:
## INFO [11:09:21.348] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:21.348] [bbotk] 2 345 FALSE gini 0.9052301 0.6991915 0
## INFO [11:09:21.348] [bbotk] errors runtime_learners uhash
## INFO [11:09:21.348] [bbotk] 0 0.256 48e1a9fc-7a10-46a8-846a-2a648635d580
## INFO [11:09:21.351] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:21.361] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:21.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:21.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:21.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:21.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:21.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:21.609] [mlr3] Finished benchmark
## INFO [11:09:21.638] [bbotk] Result of batch 1170:
## INFO [11:09:21.639] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:21.639] [bbotk] 1 425 TRUE gini 0.7599056 0.6805304 0
## INFO [11:09:21.639] [bbotk] errors runtime_learners uhash
## INFO [11:09:21.639] [bbotk] 0 0.208 44f9c013-7400-4adc-a300-2db0eb43ac22
## INFO [11:09:21.644] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:21.661] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:21.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:21.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:21.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:21.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:21.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:21.844] [mlr3] Finished benchmark
## INFO [11:09:21.864] [bbotk] Result of batch 1171:
## INFO [11:09:21.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:21.865] [bbotk] 3 470 FALSE extratrees 0.4668563 0.6 0
## INFO [11:09:21.865] [bbotk] errors runtime_learners uhash
## INFO [11:09:21.865] [bbotk] 0 0.143 8aa10076-a7ae-4799-afd5-0e291c2f1779
## INFO [11:09:21.868] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:21.878] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:21.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:21.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:21.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:21.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:22.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:22.057] [mlr3] Finished benchmark
## INFO [11:09:22.085] [bbotk] Result of batch 1172:
## INFO [11:09:22.086] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:22.086] [bbotk] 2 165 TRUE gini 0.1277479 0.4 0
## INFO [11:09:22.086] [bbotk] errors runtime_learners uhash
## INFO [11:09:22.086] [bbotk] 0 0.138 2c112343-44c9-4cfe-bd5e-b1c78cf6f489
## INFO [11:09:22.091] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:22.104] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:22.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:22.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:22.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:22.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:22.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:22.458] [mlr3] Finished benchmark
## INFO [11:09:22.479] [bbotk] Result of batch 1173:
## INFO [11:09:22.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:22.480] [bbotk] 1 136 TRUE extratrees 0.6037698 0.7046203 0
## INFO [11:09:22.480] [bbotk] errors runtime_learners uhash
## INFO [11:09:22.480] [bbotk] 0 0.328 a33e8873-8108-4e7c-810f-fd61813807f4
## INFO [11:09:22.482] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:22.492] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:22.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:22.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:22.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:22.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:22.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:22.820] [mlr3] Finished benchmark
## INFO [11:09:22.847] [bbotk] Result of batch 1174:
## INFO [11:09:22.848] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:22.848] [bbotk] 4 345 FALSE gini 0.8045163 0.7296521 0
## INFO [11:09:22.848] [bbotk] errors runtime_learners uhash
## INFO [11:09:22.848] [bbotk] 0 0.285 8e710f6f-eb5b-4fa0-a527-079432933e1a
## INFO [11:09:22.851] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:22.860] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:22.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:22.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:23.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:23.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:23.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:23.253] [mlr3] Finished benchmark
## INFO [11:09:23.273] [bbotk] Result of batch 1175:
## INFO [11:09:23.274] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:23.274] [bbotk] 3 177 FALSE gini 0.7044771 0.7087608 0
## INFO [11:09:23.274] [bbotk] errors runtime_learners uhash
## INFO [11:09:23.274] [bbotk] 0 0.363 d64fbca7-3179-4127-8b24-039d285b5b47
## INFO [11:09:23.276] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:23.286] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:23.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:23.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:23.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:23.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:23.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:23.494] [mlr3] Finished benchmark
## INFO [11:09:23.516] [bbotk] Result of batch 1176:
## INFO [11:09:23.517] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:23.517] [bbotk] 1 390 FALSE gini 0.2598194 0.4 0
## INFO [11:09:23.517] [bbotk] errors runtime_learners uhash
## INFO [11:09:23.517] [bbotk] 0 0.173 41c56120-9c78-4f39-8d48-232e01d4be09
## INFO [11:09:23.520] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:23.529] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:23.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:23.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:23.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:23.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:23.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:23.710] [mlr3] Finished benchmark
## INFO [11:09:23.731] [bbotk] Result of batch 1177:
## INFO [11:09:23.732] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:23.732] [bbotk] 4 473 FALSE gini 0.282202 0.6 0
## INFO [11:09:23.732] [bbotk] errors runtime_learners uhash
## INFO [11:09:23.732] [bbotk] 0 0.152 6e14664b-eba7-405c-ab5c-3869dd522995
## INFO [11:09:23.734] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:23.744] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:23.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:23.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:23.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:23.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:24.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:24.140] [mlr3] Finished benchmark
## INFO [11:09:24.160] [bbotk] Result of batch 1178:
## INFO [11:09:24.161] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:24.161] [bbotk] 3 126 TRUE gini 0.5147524 0.7046608 0
## INFO [11:09:24.161] [bbotk] errors runtime_learners uhash
## INFO [11:09:24.161] [bbotk] 0 0.358 acafb328-9657-4575-be37-ce36a99d42c1
## INFO [11:09:24.164] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:24.173] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:24.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:24.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:24.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:24.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:24.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:24.466] [mlr3] Finished benchmark
## INFO [11:09:24.487] [bbotk] Result of batch 1179:
## INFO [11:09:24.488] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:24.488] [bbotk] 2 265 TRUE gini 0.6875077 0.6972926 0
## INFO [11:09:24.488] [bbotk] errors runtime_learners uhash
## INFO [11:09:24.488] [bbotk] 0 0.266 506394f0-a204-4007-9eb9-1ed013f9cf79
## INFO [11:09:24.490] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:24.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:24.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:24.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:24.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:24.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:24.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:24.688] [mlr3] Finished benchmark
## INFO [11:09:24.708] [bbotk] Result of batch 1180:
## INFO [11:09:24.709] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:24.709] [bbotk] 1 439 TRUE extratrees 0.222124 0.6 0
## INFO [11:09:24.709] [bbotk] errors runtime_learners uhash
## INFO [11:09:24.709] [bbotk] 0 0.14 c685bb10-0cc3-4831-91b5-50057e7d46a0
## INFO [11:09:24.711] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:24.721] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:24.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:24.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:24.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:25.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:25.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:25.189] [mlr3] Finished benchmark
## INFO [11:09:25.225] [bbotk] Result of batch 1181:
## INFO [11:09:25.226] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:25.226] [bbotk] 1 55 FALSE extratrees 0.7464868 0.6900138 0
## INFO [11:09:25.226] [bbotk] errors runtime_learners uhash
## INFO [11:09:25.226] [bbotk] 0 0.44 7dbe841a-f0ee-4e1f-af45-f7fbadb021b9
## INFO [11:09:25.231] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:25.249] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:25.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:25.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:25.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:25.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:25.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:25.427] [mlr3] Finished benchmark
## INFO [11:09:25.447] [bbotk] Result of batch 1182:
## INFO [11:09:25.448] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:25.448] [bbotk] 3 352 FALSE extratrees 0.3061421 0.6 0
## INFO [11:09:25.448] [bbotk] errors runtime_learners uhash
## INFO [11:09:25.448] [bbotk] 0 0.149 98dd34a6-1d22-4564-ad24-6de30eb23747
## INFO [11:09:25.451] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:25.460] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:25.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:25.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:25.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:25.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:25.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:25.708] [mlr3] Finished benchmark
## INFO [11:09:25.737] [bbotk] Result of batch 1183:
## INFO [11:09:25.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:25.739] [bbotk] 2 494 TRUE gini 0.6023762 0.6515058 0
## INFO [11:09:25.739] [bbotk] errors runtime_learners uhash
## INFO [11:09:25.739] [bbotk] 0 0.218 e4003e81-9a07-4a38-86d6-c92aa2709a9f
## INFO [11:09:25.743] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:25.761] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:25.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:25.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:25.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:25.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:26.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:26.111] [mlr3] Finished benchmark
## INFO [11:09:26.131] [bbotk] Result of batch 1184:
## INFO [11:09:26.132] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:26.132] [bbotk] 1 194 TRUE extratrees 0.6959785 0.7123856 0
## INFO [11:09:26.132] [bbotk] errors runtime_learners uhash
## INFO [11:09:26.132] [bbotk] 0 0.322 9b5301ed-86fe-4185-a9ad-433b1867b6d2
## INFO [11:09:26.135] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:26.145] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:26.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:26.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:26.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:26.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:26.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:26.336] [mlr3] Finished benchmark
## INFO [11:09:26.365] [bbotk] Result of batch 1185:
## INFO [11:09:26.366] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:26.366] [bbotk] 4 422 FALSE gini 0.2972372 0.6 0
## INFO [11:09:26.366] [bbotk] errors runtime_learners uhash
## INFO [11:09:26.366] [bbotk] 0 0.154 4bbad001-238a-4fa0-ab48-cb4e09161cbe
## INFO [11:09:26.371] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:26.390] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:26.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:26.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:26.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:26.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:26.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:26.890] [mlr3] Finished benchmark
## INFO [11:09:26.911] [bbotk] Result of batch 1186:
## INFO [11:09:26.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:26.912] [bbotk] 4 141 TRUE gini 0.8622629 0.7177521 0
## INFO [11:09:26.912] [bbotk] errors runtime_learners uhash
## INFO [11:09:26.912] [bbotk] 0 0.468 0b64f8e4-5918-49a3-a616-f1892977eeb6
## INFO [11:09:26.915] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:26.924] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:26.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:26.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:27.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:27.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:27.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:27.159] [mlr3] Finished benchmark
## INFO [11:09:27.188] [bbotk] Result of batch 1187:
## INFO [11:09:27.190] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:27.190] [bbotk] 3 86 FALSE gini 0.1250602 0.6631604 0
## INFO [11:09:27.190] [bbotk] errors runtime_learners uhash
## INFO [11:09:27.190] [bbotk] 0 0.208 1bf8d69a-0e89-4be2-acf1-f709c2cef7f6
## INFO [11:09:27.194] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:27.213] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:27.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:27.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:27.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:27.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:27.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:27.692] [mlr3] Finished benchmark
## INFO [11:09:27.712] [bbotk] Result of batch 1188:
## INFO [11:09:27.713] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:27.713] [bbotk] 1 85 TRUE extratrees 0.8426646 0.6900138 0
## INFO [11:09:27.713] [bbotk] errors runtime_learners uhash
## INFO [11:09:27.713] [bbotk] 0 0.448 4eb28962-15b3-4dd6-a318-c4c9536f4b78
## INFO [11:09:27.715] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:27.725] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:27.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:27.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:27.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:27.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:27.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:28.038] [mlr3] Finished benchmark
## INFO [11:09:28.067] [bbotk] Result of batch 1189:
## INFO [11:09:28.068] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:28.068] [bbotk] 5 257 FALSE extratrees 0.5271072 0.7230199 0
## INFO [11:09:28.068] [bbotk] errors runtime_learners uhash
## INFO [11:09:28.068] [bbotk] 0 0.283 f01d7e6a-9656-465a-a3e1-b35c12fe15e9
## INFO [11:09:28.073] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:28.091] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:28.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:28.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:28.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:28.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:28.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:28.453] [mlr3] Finished benchmark
## INFO [11:09:28.474] [bbotk] Result of batch 1190:
## INFO [11:09:28.475] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:28.475] [bbotk] 5 314 FALSE extratrees 0.8036315 0.7095932 0
## INFO [11:09:28.475] [bbotk] errors runtime_learners uhash
## INFO [11:09:28.475] [bbotk] 0 0.335 e07217e1-aa12-47f9-b4da-5609e39f175d
## INFO [11:09:28.477] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:28.487] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:28.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:28.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:28.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:28.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:28.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:28.881] [mlr3] Finished benchmark
## INFO [11:09:28.910] [bbotk] Result of batch 1191:
## INFO [11:09:28.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:28.912] [bbotk] 4 169 TRUE extratrees 0.6024732 0.6954908 0
## INFO [11:09:28.912] [bbotk] errors runtime_learners uhash
## INFO [11:09:28.912] [bbotk] 0 0.363 52ef0369-2b1b-4e41-8144-ed0081abf2a6
## INFO [11:09:28.916] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:28.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:28.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:29.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:29.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:29.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:29.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:29.388] [mlr3] Finished benchmark
## INFO [11:09:29.409] [bbotk] Result of batch 1192:
## INFO [11:09:29.410] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:29.410] [bbotk] 5 102 TRUE gini 0.5292991 0.7124395 0
## INFO [11:09:29.410] [bbotk] errors runtime_learners uhash
## INFO [11:09:29.410] [bbotk] 0 0.424 d60910e7-2979-49bf-9dcf-16054fc89a7c
## INFO [11:09:29.412] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:29.421] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:29.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:29.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:29.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:29.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:29.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:29.784] [mlr3] Finished benchmark
## INFO [11:09:29.813] [bbotk] Result of batch 1193:
## INFO [11:09:29.814] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:29.814] [bbotk] 1 91 FALSE extratrees 0.4108291 0.7046743 0
## INFO [11:09:29.814] [bbotk] errors runtime_learners uhash
## INFO [11:09:29.814] [bbotk] 0 0.323 4d4d125c-07a4-4b3f-9c1b-deebb6d2927d
## INFO [11:09:29.819] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:29.833] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:29.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:29.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:29.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:30.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:30.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:30.220] [mlr3] Finished benchmark
## INFO [11:09:30.241] [bbotk] Result of batch 1194:
## INFO [11:09:30.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:30.242] [bbotk] 5 157 FALSE extratrees 0.5454856 0.6900159 0
## INFO [11:09:30.242] [bbotk] errors runtime_learners uhash
## INFO [11:09:30.242] [bbotk] 0 0.363 ff68e43c-af74-4a54-95df-af3e13b0de3b
## INFO [11:09:30.244] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:30.254] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:30.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:30.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:30.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:30.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:30.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:30.524] [mlr3] Finished benchmark
## INFO [11:09:30.552] [bbotk] Result of batch 1195:
## INFO [11:09:30.554] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:30.554] [bbotk] 4 476 FALSE gini 0.8894041 0.7260485 0
## INFO [11:09:30.554] [bbotk] errors runtime_learners uhash
## INFO [11:09:30.554] [bbotk] 0 0.235 f87a1bb2-d844-490b-be7d-2463233ffa17
## INFO [11:09:30.558] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:30.570] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:30.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:30.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:30.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:30.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:30.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:30.862] [mlr3] Finished benchmark
## INFO [11:09:30.883] [bbotk] Result of batch 1196:
## INFO [11:09:30.884] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:30.884] [bbotk] 1 377 TRUE extratrees 0.7665021 0.7365678 0
## INFO [11:09:30.884] [bbotk] errors runtime_learners uhash
## INFO [11:09:30.884] [bbotk] 0 0.265 657b9092-3a42-41dd-9ed1-57284c443dcb
## INFO [11:09:30.886] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:30.897] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:30.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:30.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:30.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:31.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:31.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:31.140] [mlr3] Finished benchmark
## INFO [11:09:31.168] [bbotk] Result of batch 1197:
## INFO [11:09:31.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:31.170] [bbotk] 3 444 FALSE gini 0.5977312 0.6532537 0
## INFO [11:09:31.170] [bbotk] errors runtime_learners uhash
## INFO [11:09:31.170] [bbotk] 0 0.201 b43137b8-36b7-4b99-8d80-a516c298995d
## INFO [11:09:31.174] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:31.184] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:31.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:31.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:31.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:31.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:31.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:31.485] [mlr3] Finished benchmark
## INFO [11:09:31.506] [bbotk] Result of batch 1198:
## INFO [11:09:31.507] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:31.507] [bbotk] 2 153 TRUE extratrees 0.4473578 0.7156893 0
## INFO [11:09:31.507] [bbotk] errors runtime_learners uhash
## INFO [11:09:31.507] [bbotk] 0 0.276 3a2ddf97-3a82-436a-a755-e124bf989041
## INFO [11:09:31.509] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:31.519] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:31.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:31.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:31.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:31.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:31.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:31.891] [mlr3] Finished benchmark
## INFO [11:09:31.918] [bbotk] Result of batch 1199:
## INFO [11:09:31.919] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:31.919] [bbotk] 5 295 TRUE gini 0.7105835 0.7027696 0
## INFO [11:09:31.919] [bbotk] errors runtime_learners uhash
## INFO [11:09:31.919] [bbotk] 0 0.325 cc1015ed-11b7-4262-a45e-45a801612a5d
## INFO [11:09:31.922] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:31.931] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:31.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:32.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:32.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:32.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:32.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:32.274] [mlr3] Finished benchmark
## INFO [11:09:32.295] [bbotk] Result of batch 1200:
## INFO [11:09:32.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:32.296] [bbotk] 2 193 TRUE gini 0.7252467 0.7030511 0
## INFO [11:09:32.296] [bbotk] errors runtime_learners uhash
## INFO [11:09:32.296] [bbotk] 0 0.315 8501250b-71a8-4f33-a026-1f0e1786e91b
## INFO [11:09:32.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:32.308] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:32.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:32.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:32.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:32.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:32.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:32.610] [mlr3] Finished benchmark
## INFO [11:09:32.631] [bbotk] Result of batch 1201:
## INFO [11:09:32.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:32.632] [bbotk] 3 167 TRUE gini 0.3661551 0.6935677 0
## INFO [11:09:32.632] [bbotk] errors runtime_learners uhash
## INFO [11:09:32.632] [bbotk] 0 0.262 070e3bcd-c82a-417b-a817-06a8a0aaaf70
## INFO [11:09:32.635] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:32.644] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:32.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:32.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:32.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:32.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:32.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:32.799] [mlr3] Finished benchmark
## INFO [11:09:32.819] [bbotk] Result of batch 1202:
## INFO [11:09:32.821] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:32.821] [bbotk] 5 463 TRUE extratrees 0.4656062 0.4 0
## INFO [11:09:32.821] [bbotk] errors runtime_learners uhash
## INFO [11:09:32.821] [bbotk] 0 0.128 aa963f29-9200-47a0-86dc-9647afc5c4b5
## INFO [11:09:32.823] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:32.833] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:32.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:33.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:33.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:33.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:33.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:33.711] [mlr3] Finished benchmark
## INFO [11:09:33.733] [bbotk] Result of batch 1203:
## INFO [11:09:33.734] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:33.734] [bbotk] 4 28 FALSE extratrees 0.9549458 0.7502108 0
## INFO [11:09:33.734] [bbotk] errors runtime_learners uhash
## INFO [11:09:33.734] [bbotk] 0 0.832 6cdcc543-c95c-4c41-a238-995610f42f33
## INFO [11:09:33.736] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:33.746] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:33.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:33.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:33.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:34.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:34.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:34.242] [mlr3] Finished benchmark
## INFO [11:09:34.279] [bbotk] Result of batch 1204:
## INFO [11:09:34.280] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:34.280] [bbotk] 5 159 FALSE gini 0.8586542 0.7356021 0
## INFO [11:09:34.280] [bbotk] errors runtime_learners uhash
## INFO [11:09:34.280] [bbotk] 0 0.467 4bdf5038-2aa9-48b2-bb34-5b37685b1e61
## INFO [11:09:34.285] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:34.304] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:34.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:34.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:34.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:34.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:34.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:34.774] [mlr3] Finished benchmark
## INFO [11:09:34.796] [bbotk] Result of batch 1205:
## INFO [11:09:34.797] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:34.797] [bbotk] 4 90 FALSE gini 0.545182 0.7218577 0
## INFO [11:09:34.797] [bbotk] errors runtime_learners uhash
## INFO [11:09:34.797] [bbotk] 0 0.437 2a3436f4-af06-42ab-b829-29ec07c43402
## INFO [11:09:34.800] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:34.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:34.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:34.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:34.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:34.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:34.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:35.028] [mlr3] Finished benchmark
## INFO [11:09:35.057] [bbotk] Result of batch 1206:
## INFO [11:09:35.059] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:35.059] [bbotk] 1 443 FALSE gini 0.7222324 0.6629123 0
## INFO [11:09:35.059] [bbotk] errors runtime_learners uhash
## INFO [11:09:35.059] [bbotk] 0 0.183 6c627b1d-9292-4840-bd3c-8508d2febbc1
## INFO [11:09:35.063] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:35.082] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:35.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:35.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:35.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:35.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:35.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:35.570] [mlr3] Finished benchmark
## INFO [11:09:35.591] [bbotk] Result of batch 1207:
## INFO [11:09:35.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:35.592] [bbotk] 4 113 TRUE gini 0.7402675 0.7238106 0
## INFO [11:09:35.592] [bbotk] errors runtime_learners uhash
## INFO [11:09:35.592] [bbotk] 0 0.46 81398c86-7363-4b42-94b1-43700693cef2
## INFO [11:09:35.594] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:35.604] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:35.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:35.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:35.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:35.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:35.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:35.810] [mlr3] Finished benchmark
## INFO [11:09:35.839] [bbotk] Result of batch 1208:
## INFO [11:09:35.840] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:35.840] [bbotk] 4 404 FALSE gini 0.2326068 0.6 0
## INFO [11:09:35.840] [bbotk] errors runtime_learners uhash
## INFO [11:09:35.840] [bbotk] 0 0.169 260f152c-2d4b-4f95-94e3-a75fcce716e1
## INFO [11:09:35.845] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:35.856] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:35.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:35.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:36.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:36.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:36.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:36.323] [mlr3] Finished benchmark
## INFO [11:09:36.345] [bbotk] Result of batch 1209:
## INFO [11:09:36.346] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:36.346] [bbotk] 2 134 TRUE extratrees 0.8407641 0.684541 0
## INFO [11:09:36.346] [bbotk] errors runtime_learners uhash
## INFO [11:09:36.346] [bbotk] 0 0.434 32634c6e-4d0e-47b1-905e-811baff056d7
## INFO [11:09:36.349] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:36.360] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:36.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:36.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:36.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:36.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:36.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:36.636] [mlr3] Finished benchmark
## INFO [11:09:36.659] [bbotk] Result of batch 1210:
## INFO [11:09:36.660] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:36.660] [bbotk] 2 420 FALSE extratrees 0.6201682 0.7344937 0
## INFO [11:09:36.660] [bbotk] errors runtime_learners uhash
## INFO [11:09:36.660] [bbotk] 0 0.228 e8ab17bd-e60c-4081-b312-0f976dfe76af
## INFO [11:09:36.663] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:36.672] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:36.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:36.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:36.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:36.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:37.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:37.212] [mlr3] Finished benchmark
## INFO [11:09:37.233] [bbotk] Result of batch 1211:
## INFO [11:09:37.234] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:37.234] [bbotk] 2 119 TRUE extratrees 0.992223 0.6843226 0
## INFO [11:09:37.234] [bbotk] errors runtime_learners uhash
## INFO [11:09:37.234] [bbotk] 0 0.514 1614b6e5-984d-4391-9bb7-be65b97c8115
## INFO [11:09:37.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:37.260] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:37.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:37.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:37.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:37.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:37.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:37.599] [mlr3] Finished benchmark
## INFO [11:09:37.620] [bbotk] Result of batch 1212:
## INFO [11:09:37.621] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:37.621] [bbotk] 5 306 TRUE gini 0.6530674 0.6951533 0
## INFO [11:09:37.621] [bbotk] errors runtime_learners uhash
## INFO [11:09:37.621] [bbotk] 0 0.3 84117d32-6c8d-48b7-8c19-e164ddb4c651
## INFO [11:09:37.624] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:37.633] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:37.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:37.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:37.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:37.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:37.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:37.963] [mlr3] Finished benchmark
## INFO [11:09:37.994] [bbotk] Result of batch 1213:
## INFO [11:09:37.996] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:37.996] [bbotk] 4 371 FALSE extratrees 0.878059 0.7171259 0
## INFO [11:09:37.996] [bbotk] errors runtime_learners uhash
## INFO [11:09:37.996] [bbotk] 0 0.303 85b05014-eb73-4faf-85e2-d90c4b9930cb
## INFO [11:09:38.000] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:38.020] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:38.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:38.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:38.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:38.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:38.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:38.251] [mlr3] Finished benchmark
## INFO [11:09:38.271] [bbotk] Result of batch 1214:
## INFO [11:09:38.272] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:38.272] [bbotk] 3 438 FALSE gini 0.7505476 0.6670066 0
## INFO [11:09:38.272] [bbotk] errors runtime_learners uhash
## INFO [11:09:38.272] [bbotk] 0 0.201 c14e3a0d-5e99-475f-a12d-71d59ea65340
## INFO [11:09:38.275] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:38.284] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:38.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:38.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:38.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:38.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:38.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:38.684] [mlr3] Finished benchmark
## INFO [11:09:38.713] [bbotk] Result of batch 1215:
## INFO [11:09:38.715] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:38.715] [bbotk] 3 270 TRUE gini 0.9727657 0.7011168 0
## INFO [11:09:38.715] [bbotk] errors runtime_learners uhash
## INFO [11:09:38.715] [bbotk] 0 0.362 44297d1f-d813-46a9-ba11-40a45d592faf
## INFO [11:09:38.719] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:38.737] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:38.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:38.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:38.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:38.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:38.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:38.969] [mlr3] Finished benchmark
## INFO [11:09:38.990] [bbotk] Result of batch 1216:
## INFO [11:09:38.991] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:38.991] [bbotk] 5 454 FALSE extratrees 0.5663883 0.693689 0
## INFO [11:09:38.991] [bbotk] errors runtime_learners uhash
## INFO [11:09:38.991] [bbotk] 0 0.205 41683874-f729-4ab9-8a0a-2ff488f24643
## INFO [11:09:38.993] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:39.003] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:39.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:39.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:39.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:39.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:39.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:39.843] [mlr3] Finished benchmark
## INFO [11:09:39.864] [bbotk] Result of batch 1217:
## INFO [11:09:39.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:39.865] [bbotk] 3 13 TRUE extratrees 0.7693908 0.7753821 0
## INFO [11:09:39.865] [bbotk] errors runtime_learners uhash
## INFO [11:09:39.865] [bbotk] 0 0.792 5aca5e9d-83d0-4d54-a8b1-b2fdb05cc0c4
## INFO [11:09:39.868] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:39.878] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:39.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:39.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:39.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:40.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:40.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:40.079] [mlr3] Finished benchmark
## INFO [11:09:40.109] [bbotk] Result of batch 1218:
## INFO [11:09:40.111] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:40.111] [bbotk] 5 267 TRUE extratrees 0.3101684 0.6916688 0
## INFO [11:09:40.111] [bbotk] errors runtime_learners uhash
## INFO [11:09:40.111] [bbotk] 0 0.173 e3965427-67c1-40c9-9f21-e6930fdd27e4
## INFO [11:09:40.115] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:40.134] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:40.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:40.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:40.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:40.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:40.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:40.343] [mlr3] Finished benchmark
## INFO [11:09:40.364] [bbotk] Result of batch 1219:
## INFO [11:09:40.365] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:40.365] [bbotk] 2 121 TRUE gini 0.1840992 0.6653019 0
## INFO [11:09:40.365] [bbotk] errors runtime_learners uhash
## INFO [11:09:40.365] [bbotk] 0 0.174 791bb172-d6e9-441c-a161-6cd7a8312a51
## INFO [11:09:40.367] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:40.377] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:40.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:40.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:40.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:40.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:40.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:40.994] [mlr3] Finished benchmark
## INFO [11:09:41.023] [bbotk] Result of batch 1220:
## INFO [11:09:41.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:41.025] [bbotk] 5 24 TRUE gini 0.4572106 0.7518098 0
## INFO [11:09:41.025] [bbotk] errors runtime_learners uhash
## INFO [11:09:41.025] [bbotk] 0 0.583 8fa5cb73-3705-4799-899e-ffbd7e29d37c
## INFO [11:09:41.029] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:41.042] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:41.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:41.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:41.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:41.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:41.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:41.206] [mlr3] Finished benchmark
## INFO [11:09:41.227] [bbotk] Result of batch 1221:
## INFO [11:09:41.228] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:41.228] [bbotk] 2 177 TRUE gini 0.1076587 0.6 0
## INFO [11:09:41.228] [bbotk] errors runtime_learners uhash
## INFO [11:09:41.228] [bbotk] 0 0.135 5bd4b7fd-d4bf-4121-9968-666790296d19
## INFO [11:09:41.230] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:41.240] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:41.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:41.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:41.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:41.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:41.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:41.460] [mlr3] Finished benchmark
## INFO [11:09:41.489] [bbotk] Result of batch 1222:
## INFO [11:09:41.490] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:41.490] [bbotk] 4 354 TRUE gini 0.1819185 0.4 0
## INFO [11:09:41.490] [bbotk] errors runtime_learners uhash
## INFO [11:09:41.490] [bbotk] 0 0.181 055f416f-17a6-4c20-aa91-a4f9a4e39d7b
## INFO [11:09:41.495] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:41.507] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:41.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:41.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:41.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:41.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:41.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:41.796] [mlr3] Finished benchmark
## INFO [11:09:41.817] [bbotk] Result of batch 1223:
## INFO [11:09:41.818] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:41.818] [bbotk] 1 214 FALSE gini 0.7874142 0.6919801 0
## INFO [11:09:41.818] [bbotk] errors runtime_learners uhash
## INFO [11:09:41.818] [bbotk] 0 0.263 8c99e915-def2-4679-b686-6018e0d28e8d
## INFO [11:09:41.821] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:41.830] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:41.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:41.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:41.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:42.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:42.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:42.184] [mlr3] Finished benchmark
## INFO [11:09:42.213] [bbotk] Result of batch 1224:
## INFO [11:09:42.215] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:42.215] [bbotk] 5 454 TRUE gini 0.9544294 0.7009955 0
## INFO [11:09:42.215] [bbotk] errors runtime_learners uhash
## INFO [11:09:42.215] [bbotk] 0 0.307 24f638a4-4193-4ffe-b6a2-263ac1747124
## INFO [11:09:42.219] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:42.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:42.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:42.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:42.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:42.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:42.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:42.558] [mlr3] Finished benchmark
## INFO [11:09:42.579] [bbotk] Result of batch 1225:
## INFO [11:09:42.580] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:42.580] [bbotk] 3 376 TRUE extratrees 0.8452378 0.7324083 0
## INFO [11:09:42.580] [bbotk] errors runtime_learners uhash
## INFO [11:09:42.580] [bbotk] 0 0.294 1a7135f3-60bb-4c7f-8516-3dc8205929c5
## INFO [11:09:42.582] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:42.592] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:42.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:42.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:42.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:42.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:42.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:42.800] [mlr3] Finished benchmark
## INFO [11:09:42.831] [bbotk] Result of batch 1226:
## INFO [11:09:42.833] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:42.833] [bbotk] 2 421 FALSE extratrees 0.3491043 0.6 0
## INFO [11:09:42.833] [bbotk] errors runtime_learners uhash
## INFO [11:09:42.833] [bbotk] 0 0.169 1ec88643-0104-423e-b748-badb08a83d47
## INFO [11:09:42.837] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:42.853] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:42.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:42.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:42.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:42.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:43.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:43.068] [mlr3] Finished benchmark
## INFO [11:09:43.089] [bbotk] Result of batch 1227:
## INFO [11:09:43.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:43.090] [bbotk] 1 391 FALSE gini 0.6028304 0.6629123 0
## INFO [11:09:43.090] [bbotk] errors runtime_learners uhash
## INFO [11:09:43.090] [bbotk] 0 0.189 2516f8a5-dfe0-4db5-85e3-2da72b0329ed
## INFO [11:09:43.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:43.103] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:43.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:43.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:43.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:43.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:43.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:43.612] [mlr3] Finished benchmark
## INFO [11:09:43.642] [bbotk] Result of batch 1228:
## INFO [11:09:43.643] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:43.643] [bbotk] 4 55 FALSE extratrees 0.4770057 0.6879957 0
## INFO [11:09:43.643] [bbotk] errors runtime_learners uhash
## INFO [11:09:43.643] [bbotk] 0 0.469 37ac8736-8b43-4615-b488-aec52f297a5c
## INFO [11:09:43.647] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:43.662] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:43.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:43.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:43.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:43.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:43.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:44.018] [mlr3] Finished benchmark
## INFO [11:09:44.039] [bbotk] Result of batch 1229:
## INFO [11:09:44.040] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:44.040] [bbotk] 1 21 FALSE gini 0.1928308 0.7072107 0
## INFO [11:09:44.040] [bbotk] errors runtime_learners uhash
## INFO [11:09:44.040] [bbotk] 0 0.332 9af50d34-c7eb-479f-86f1-bd9958992943
## INFO [11:09:44.043] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:44.052] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:44.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:44.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:44.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:44.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:44.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:44.247] [mlr3] Finished benchmark
## INFO [11:09:44.276] [bbotk] Result of batch 1230:
## INFO [11:09:44.277] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:44.277] [bbotk] 5 432 TRUE extratrees 0.1854682 0.4 0
## INFO [11:09:44.277] [bbotk] errors runtime_learners uhash
## INFO [11:09:44.277] [bbotk] 0 0.146 c35c96b8-28ed-4e17-b90d-ffb07407e477
## INFO [11:09:44.282] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:44.292] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:44.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:44.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:44.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:44.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:44.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:44.720] [mlr3] Finished benchmark
## INFO [11:09:44.741] [bbotk] Result of batch 1231:
## INFO [11:09:44.742] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:44.742] [bbotk] 4 194 FALSE gini 0.8031327 0.7316964 0
## INFO [11:09:44.742] [bbotk] errors runtime_learners uhash
## INFO [11:09:44.742] [bbotk] 0 0.4 e414bb94-6151-4934-b91f-7485c3a2ddae
## INFO [11:09:44.744] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:44.754] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:44.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:44.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:44.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:44.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:44.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:44.946] [mlr3] Finished benchmark
## INFO [11:09:44.976] [bbotk] Result of batch 1232:
## INFO [11:09:44.978] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:44.978] [bbotk] 3 456 TRUE extratrees 0.2935066 0.6 0
## INFO [11:09:44.978] [bbotk] errors runtime_learners uhash
## INFO [11:09:44.978] [bbotk] 0 0.146 66359f97-c30e-4ae9-98d0-0382c34ee275
## INFO [11:09:44.981] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:44.991] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:44.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:45.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:45.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:45.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:45.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:45.334] [mlr3] Finished benchmark
## INFO [11:09:45.355] [bbotk] Result of batch 1233:
## INFO [11:09:45.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:45.356] [bbotk] 3 353 FALSE extratrees 0.9969315 0.7080098 0
## INFO [11:09:45.356] [bbotk] errors runtime_learners uhash
## INFO [11:09:45.356] [bbotk] 0 0.314 6eaac4f9-e871-447e-aa56-d053d22ba257
## INFO [11:09:45.359] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:45.376] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:45.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:45.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:45.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:45.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:45.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:45.565] [mlr3] Finished benchmark
## INFO [11:09:45.593] [bbotk] Result of batch 1234:
## INFO [11:09:45.594] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:45.594] [bbotk] 1 432 TRUE extratrees 0.1400265 0.6 0
## INFO [11:09:45.594] [bbotk] errors runtime_learners uhash
## INFO [11:09:45.594] [bbotk] 0 0.147 3dc9cb30-dd5d-47f3-99a6-c11237d6b8bb
## INFO [11:09:45.597] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:45.606] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:45.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:45.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:45.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:45.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:45.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:45.857] [mlr3] Finished benchmark
## INFO [11:09:45.878] [bbotk] Result of batch 1235:
## INFO [11:09:45.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:45.879] [bbotk] 5 370 TRUE gini 0.6337476 0.6650835 0
## INFO [11:09:45.879] [bbotk] errors runtime_learners uhash
## INFO [11:09:45.879] [bbotk] 0 0.223 b8b8e7e9-3a59-461e-86de-6aa5fe8e569d
## INFO [11:09:45.882] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:45.901] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:45.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:45.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:46.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:46.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:46.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:46.146] [mlr3] Finished benchmark
## INFO [11:09:46.172] [bbotk] Result of batch 1236:
## INFO [11:09:46.173] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:46.173] [bbotk] 2 464 FALSE gini 0.8030934 0.6684545 0
## INFO [11:09:46.173] [bbotk] errors runtime_learners uhash
## INFO [11:09:46.173] [bbotk] 0 0.203 83f4dc23-ac98-4d0f-b45c-7da354d621c8
## INFO [11:09:46.175] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:46.185] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:46.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:46.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:46.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:46.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:46.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:46.588] [mlr3] Finished benchmark
## INFO [11:09:46.609] [bbotk] Result of batch 1237:
## INFO [11:09:46.610] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:46.610] [bbotk] 5 209 TRUE extratrees 0.6747736 0.6954908 0
## INFO [11:09:46.610] [bbotk] errors runtime_learners uhash
## INFO [11:09:46.610] [bbotk] 0 0.374 a79cabcd-e12d-47a2-a94f-ac9a68658d4b
## INFO [11:09:46.613] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:46.636] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:46.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:46.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:46.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:46.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:46.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:46.854] [mlr3] Finished benchmark
## INFO [11:09:46.875] [bbotk] Result of batch 1238:
## INFO [11:09:46.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:46.876] [bbotk] 4 229 FALSE gini 0.1408984 0.6 0
## INFO [11:09:46.876] [bbotk] errors runtime_learners uhash
## INFO [11:09:46.876] [bbotk] 0 0.176 597eb51a-d239-40bb-88ab-911e6997a46f
## INFO [11:09:46.879] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:46.888] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:46.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:46.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:46.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:47.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:47.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:47.094] [mlr3] Finished benchmark
## INFO [11:09:47.116] [bbotk] Result of batch 1239:
## INFO [11:09:47.117] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:47.117] [bbotk] 1 302 FALSE gini 0.3673408 0.6571537 0
## INFO [11:09:47.117] [bbotk] errors runtime_learners uhash
## INFO [11:09:47.117] [bbotk] 0 0.179 30231704-364f-4b48-bce4-400d747c49d8
## INFO [11:09:47.127] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:47.145] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:47.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:47.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:47.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:47.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:47.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:47.425] [mlr3] Finished benchmark
## INFO [11:09:47.446] [bbotk] Result of batch 1240:
## INFO [11:09:47.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:47.447] [bbotk] 4 423 TRUE gini 0.7336349 0.6670066 0
## INFO [11:09:47.447] [bbotk] errors runtime_learners uhash
## INFO [11:09:47.447] [bbotk] 0 0.24 f45e3ce0-ccfc-4d8d-8554-e5d300e4071a
## INFO [11:09:47.449] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:47.459] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:47.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:47.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:47.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:47.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:47.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:47.734] [mlr3] Finished benchmark
## INFO [11:09:47.765] [bbotk] Result of batch 1241:
## INFO [11:09:47.766] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:47.766] [bbotk] 3 455 TRUE gini 0.8896294 0.693282 0
## INFO [11:09:47.766] [bbotk] errors runtime_learners uhash
## INFO [11:09:47.766] [bbotk] 0 0.248 4018c5eb-404f-4601-acb1-92868f251f91
## INFO [11:09:47.770] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:47.788] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:47.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:47.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:47.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:48.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:48.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:48.200] [mlr3] Finished benchmark
## INFO [11:09:48.221] [bbotk] Result of batch 1242:
## INFO [11:09:48.222] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:48.222] [bbotk] 4 246 TRUE extratrees 0.7650681 0.6954908 0
## INFO [11:09:48.222] [bbotk] errors runtime_learners uhash
## INFO [11:09:48.222] [bbotk] 0 0.37 8adf8911-e5f0-4dca-92a3-a38731371b01
## INFO [11:09:48.224] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:48.234] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:48.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:48.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:48.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:48.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:48.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:48.564] [mlr3] Finished benchmark
## INFO [11:09:48.593] [bbotk] Result of batch 1243:
## INFO [11:09:48.595] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:48.595] [bbotk] 3 220 TRUE gini 0.6175021 0.7009657 0
## INFO [11:09:48.595] [bbotk] errors runtime_learners uhash
## INFO [11:09:48.595] [bbotk] 0 0.302 1c1d3692-29a9-4df7-89d2-3bd0520695da
## INFO [11:09:48.598] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:48.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:48.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:48.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:48.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:48.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:49.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:49.127] [mlr3] Finished benchmark
## INFO [11:09:49.148] [bbotk] Result of batch 1244:
## INFO [11:09:49.149] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:49.149] [bbotk] 3 77 FALSE extratrees 0.6796068 0.6823024 0
## INFO [11:09:49.149] [bbotk] errors runtime_learners uhash
## INFO [11:09:49.149] [bbotk] 0 0.474 6a59c7c1-e4ca-4e4b-9c51-4c98b4f03269
## INFO [11:09:49.152] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:49.162] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:49.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:49.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:49.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:49.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:49.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:49.398] [mlr3] Finished benchmark
## INFO [11:09:49.435] [bbotk] Result of batch 1245:
## INFO [11:09:49.437] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:49.437] [bbotk] 3 488 TRUE gini 0.6726565 0.6495827 0
## INFO [11:09:49.437] [bbotk] errors runtime_learners uhash
## INFO [11:09:49.437] [bbotk] 0 0.206 5ec283ad-d340-4499-89a8-b11626e48680
## INFO [11:09:49.442] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:49.463] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:49.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:49.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:49.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:49.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:49.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:49.631] [mlr3] Finished benchmark
## INFO [11:09:49.652] [bbotk] Result of batch 1246:
## INFO [11:09:49.653] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:49.653] [bbotk] 1 422 TRUE gini 0.1146278 0.6 0
## INFO [11:09:49.653] [bbotk] errors runtime_learners uhash
## INFO [11:09:49.653] [bbotk] 0 0.137 6b5983e7-9717-4beb-beb9-82381490e377
## INFO [11:09:49.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:49.666] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:49.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:49.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:49.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:49.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:49.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:49.914] [mlr3] Finished benchmark
## INFO [11:09:49.944] [bbotk] Result of batch 1247:
## INFO [11:09:49.945] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:49.945] [bbotk] 1 153 FALSE extratrees 0.1963912 0.7242225 0
## INFO [11:09:49.945] [bbotk] errors runtime_learners uhash
## INFO [11:09:49.945] [bbotk] 0 0.209 1985629e-665a-4c38-9f81-8cd8f9eea896
## INFO [11:09:49.950] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:49.968] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:49.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:50.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:50.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:50.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:50.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:50.269] [mlr3] Finished benchmark
## INFO [11:09:50.290] [bbotk] Result of batch 1248:
## INFO [11:09:50.291] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:50.291] [bbotk] 3 133 FALSE gini 0.2952438 0.6937188 0
## INFO [11:09:50.291] [bbotk] errors runtime_learners uhash
## INFO [11:09:50.291] [bbotk] 0 0.269 701cad84-e69a-439e-81d6-9143eaa57362
## INFO [11:09:50.294] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:50.304] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:50.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:50.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:50.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:50.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:50.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:50.703] [mlr3] Finished benchmark
## INFO [11:09:50.732] [bbotk] Result of batch 1249:
## INFO [11:09:50.734] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:50.734] [bbotk] 4 268 TRUE gini 0.8144672 0.7048416 0
## INFO [11:09:50.734] [bbotk] errors runtime_learners uhash
## INFO [11:09:50.734] [bbotk] 0 0.351 3445b8fc-d6c6-4a86-bd21-d624c6b4561c
## INFO [11:09:50.738] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:50.749] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:50.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:50.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:50.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:50.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:50.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:50.921] [mlr3] Finished benchmark
## INFO [11:09:50.943] [bbotk] Result of batch 1250:
## INFO [11:09:50.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:50.944] [bbotk] 4 434 FALSE extratrees 0.3138514 0.6 0
## INFO [11:09:50.944] [bbotk] errors runtime_learners uhash
## INFO [11:09:50.944] [bbotk] 0 0.15 90d039d0-7558-48c7-b1a6-ce53a9c2c7b9
## INFO [11:09:50.946] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:50.965] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:50.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:51.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:51.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:51.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:51.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:51.258] [mlr3] Finished benchmark
## INFO [11:09:51.282] [bbotk] Result of batch 1251:
## INFO [11:09:51.283] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:51.283] [bbotk] 5 500 FALSE extratrees 0.7604535 0.7235482 0
## INFO [11:09:51.283] [bbotk] errors runtime_learners uhash
## INFO [11:09:51.283] [bbotk] 0 0.249 74412795-9223-4e4f-a37c-0ca26d1e0070
## INFO [11:09:51.286] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:51.295] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:51.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:51.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:51.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:51.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:51.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:51.482] [mlr3] Finished benchmark
## INFO [11:09:51.503] [bbotk] Result of batch 1252:
## INFO [11:09:51.511] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:51.511] [bbotk] 5 153 FALSE gini 0.1536891 0.4 0
## INFO [11:09:51.511] [bbotk] errors runtime_learners uhash
## INFO [11:09:51.511] [bbotk] 0 0.16 202d13c1-f202-4a3e-8aa3-8cd9aed49a3a
## INFO [11:09:51.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:51.532] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:51.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:51.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:51.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:51.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:51.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:51.834] [mlr3] Finished benchmark
## INFO [11:09:51.856] [bbotk] Result of batch 1253:
## INFO [11:09:51.857] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:51.857] [bbotk] 5 445 FALSE extratrees 0.7502347 0.7233596 0
## INFO [11:09:51.857] [bbotk] errors runtime_learners uhash
## INFO [11:09:51.857] [bbotk] 0 0.259 ab90fdaf-ae49-44de-8df3-57b45eaf65b6
## INFO [11:09:51.860] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:51.870] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:51.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:51.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:51.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:52.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:52.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:52.133] [mlr3] Finished benchmark
## INFO [11:09:52.164] [bbotk] Result of batch 1254:
## INFO [11:09:52.165] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:52.165] [bbotk] 5 329 FALSE gini 0.4968762 0.6593143 0
## INFO [11:09:52.165] [bbotk] errors runtime_learners uhash
## INFO [11:09:52.165] [bbotk] 0 0.216 ae645d48-9bfa-4577-9995-abb1c804caab
## INFO [11:09:52.168] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:52.188] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:52.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:52.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:52.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:52.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:52.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:52.597] [mlr3] Finished benchmark
## INFO [11:09:52.618] [bbotk] Result of batch 1255:
## INFO [11:09:52.619] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:52.619] [bbotk] 4 185 TRUE extratrees 0.6503783 0.693689 0
## INFO [11:09:52.619] [bbotk] errors runtime_learners uhash
## INFO [11:09:52.619] [bbotk] 0 0.368 84990957-a588-4387-856b-11eabfb726e3
## INFO [11:09:52.622] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:52.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:52.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:52.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:52.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:52.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:52.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:52.889] [mlr3] Finished benchmark
## INFO [11:09:52.919] [bbotk] Result of batch 1256:
## INFO [11:09:52.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:52.920] [bbotk] 2 436 FALSE gini 0.9162285 0.6973224 0
## INFO [11:09:52.920] [bbotk] errors runtime_learners uhash
## INFO [11:09:52.920] [bbotk] 0 0.218 7ffddba2-b607-40fa-aefc-c26be81ba3c7
## INFO [11:09:52.925] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:52.944] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:52.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:53.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:53.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:53.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:53.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:53.430] [mlr3] Finished benchmark
## INFO [11:09:53.452] [bbotk] Result of batch 1257:
## INFO [11:09:53.453] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:53.453] [bbotk] 5 165 FALSE gini 0.7661524 0.7315751 0
## INFO [11:09:53.453] [bbotk] errors runtime_learners uhash
## INFO [11:09:53.453] [bbotk] 0 0.456 aee54e9e-3248-4637-9839-01618bf07af1
## INFO [11:09:53.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:53.466] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:53.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:53.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:53.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:53.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:53.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:53.789] [mlr3] Finished benchmark
## INFO [11:09:53.818] [bbotk] Result of batch 1258:
## INFO [11:09:53.820] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:53.820] [bbotk] 1 483 TRUE extratrees 0.8865937 0.73646 0
## INFO [11:09:53.820] [bbotk] errors runtime_learners uhash
## INFO [11:09:53.820] [bbotk] 0 0.277 8e8b3165-e5b3-427d-bd9e-da4a5f531ee7
## INFO [11:09:53.824] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:53.834] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:53.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:53.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:53.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:53.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:54.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:54.044] [mlr3] Finished benchmark
## INFO [11:09:54.065] [bbotk] Result of batch 1259:
## INFO [11:09:54.066] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:54.066] [bbotk] 3 394 TRUE gini 0.5263545 0.6532537 0
## INFO [11:09:54.066] [bbotk] errors runtime_learners uhash
## INFO [11:09:54.066] [bbotk] 0 0.183 4edd4560-c4ec-4336-84c5-04c79abdeeef
## INFO [11:09:54.069] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:54.090] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:54.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:54.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:54.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:54.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:54.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:54.276] [mlr3] Finished benchmark
## INFO [11:09:54.297] [bbotk] Result of batch 1260:
## INFO [11:09:54.298] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:54.298] [bbotk] 2 348 TRUE extratrees 0.2522869 0.6 0
## INFO [11:09:54.298] [bbotk] errors runtime_learners uhash
## INFO [11:09:54.298] [bbotk] 0 0.144 2021b7ce-7bff-47cb-95f5-8e25f3b7793d
## INFO [11:09:54.301] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:54.310] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:54.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:54.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:54.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:54.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:54.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:54.624] [mlr3] Finished benchmark
## INFO [11:09:54.842] [bbotk] Result of batch 1261:
## INFO [11:09:54.843] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:54.843] [bbotk] 2 265 FALSE gini 0.9687429 0.6994752 0
## INFO [11:09:54.843] [bbotk] errors runtime_learners uhash
## INFO [11:09:54.843] [bbotk] 0 0.287 f228d99b-2d94-4732-b52a-d0532afb2c38
## INFO [11:09:54.846] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:54.855] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:54.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:54.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:54.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:55.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:55.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:55.172] [mlr3] Finished benchmark
## INFO [11:09:55.193] [bbotk] Result of batch 1262:
## INFO [11:09:55.195] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:55.195] [bbotk] 1 182 TRUE extratrees 0.5617256 0.7229362 0
## INFO [11:09:55.195] [bbotk] errors runtime_learners uhash
## INFO [11:09:55.195] [bbotk] 0 0.291 e35f289f-148d-4691-b4a2-9769196230fb
## INFO [11:09:55.197] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:55.207] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:55.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:55.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:55.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:55.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:55.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:55.830] [mlr3] Finished benchmark
## INFO [11:09:55.852] [bbotk] Result of batch 1263:
## INFO [11:09:55.853] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:55.853] [bbotk] 1 6 TRUE gini 0.7767351 0.8047506 0
## INFO [11:09:55.853] [bbotk] errors runtime_learners uhash
## INFO [11:09:55.853] [bbotk] 0 0.587 bd824ab7-8f11-41a1-8044-dc3771556e7e
## INFO [11:09:55.856] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:55.866] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:55.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:55.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:55.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:55.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:56.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:56.089] [mlr3] Finished benchmark
## INFO [11:09:56.116] [bbotk] Result of batch 1264:
## INFO [11:09:56.118] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:56.118] [bbotk] 1 387 FALSE gini 0.3541775 0.4 0
## INFO [11:09:56.118] [bbotk] errors runtime_learners uhash
## INFO [11:09:56.118] [bbotk] 0 0.191 7276876f-7956-463d-832f-8362eb0dbeda
## INFO [11:09:56.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:56.132] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:56.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:56.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:56.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:56.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:56.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:56.494] [mlr3] Finished benchmark
## INFO [11:09:56.516] [bbotk] Result of batch 1265:
## INFO [11:09:56.517] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:56.517] [bbotk] 3 28 TRUE gini 0.1761813 0.7161779 0
## INFO [11:09:56.517] [bbotk] errors runtime_learners uhash
## INFO [11:09:56.517] [bbotk] 0 0.329 cb70ce95-342e-4a76-b98b-aaee9e3248ae
## INFO [11:09:56.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:56.529] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:56.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:56.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:56.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:56.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:57.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:57.222] [mlr3] Finished benchmark
## INFO [11:09:57.244] [bbotk] Result of batch 1266:
## INFO [11:09:57.245] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:57.245] [bbotk] 2 18 TRUE gini 0.9954409 0.8015143 0
## INFO [11:09:57.245] [bbotk] errors runtime_learners uhash
## INFO [11:09:57.245] [bbotk] 0 0.665 dc159aff-f54f-43b2-9946-194f4353976e
## INFO [11:09:57.247] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:57.257] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:57.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:57.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:57.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:57.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:57.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:57.553] [mlr3] Finished benchmark
## INFO [11:09:57.573] [bbotk] Result of batch 1267:
## INFO [11:09:57.574] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:57.574] [bbotk] 2 286 FALSE extratrees 0.6672217 0.7270603 0
## INFO [11:09:57.574] [bbotk] errors runtime_learners uhash
## INFO [11:09:57.574] [bbotk] 0 0.259 b7b47b98-9606-41b9-826b-5fe8ad7d22df
## INFO [11:09:57.577] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:57.586] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:57.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:57.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:57.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:57.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:57.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:57.885] [mlr3] Finished benchmark
## INFO [11:09:57.906] [bbotk] Result of batch 1268:
## INFO [11:09:57.907] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:57.907] [bbotk] 3 196 FALSE gini 0.4676276 0.6991937 0
## INFO [11:09:57.907] [bbotk] errors runtime_learners uhash
## INFO [11:09:57.907] [bbotk] 0 0.274 481e4920-b44a-490b-922c-c6b3c2e6b103
## INFO [11:09:57.909] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:57.918] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:57.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:57.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:58.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:58.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:58.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:58.245] [mlr3] Finished benchmark
## INFO [11:09:58.266] [bbotk] Result of batch 1269:
## INFO [11:09:58.267] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:58.267] [bbotk] 2 99 TRUE extratrees 0.3743417 0.7008686 0
## INFO [11:09:58.267] [bbotk] errors runtime_learners uhash
## INFO [11:09:58.267] [bbotk] 0 0.293 66172063-cd88-44ea-8a4f-edcd5fb6180e
## INFO [11:09:58.270] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:58.279] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:58.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:58.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:58.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:58.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:58.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:58.610] [mlr3] Finished benchmark
## INFO [11:09:58.631] [bbotk] Result of batch 1270:
## INFO [11:09:58.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:58.632] [bbotk] 2 114 TRUE extratrees 0.4651885 0.6987271 0
## INFO [11:09:58.632] [bbotk] errors runtime_learners uhash
## INFO [11:09:58.632] [bbotk] 0 0.306 8572ae15-e001-45b9-8962-69916f106be8
## INFO [11:09:58.635] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:58.651] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:58.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:58.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:58.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:58.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:59.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:59.162] [mlr3] Finished benchmark
## INFO [11:09:59.186] [bbotk] Result of batch 1271:
## INFO [11:09:59.187] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:59.187] [bbotk] 3 122 FALSE extratrees 0.9619066 0.6823024 0
## INFO [11:09:59.187] [bbotk] errors runtime_learners uhash
## INFO [11:09:59.187] [bbotk] 0 0.483 f0b288cc-6b56-4f61-ac7a-6f161a4ac437
## INFO [11:09:59.189] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:59.199] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:59.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:59.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:59.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:59.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:59.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:59.397] [mlr3] Finished benchmark
## INFO [11:09:59.441] [bbotk] Result of batch 1272:
## INFO [11:09:59.443] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:59.443] [bbotk] 4 443 FALSE gini 0.3010979 0.6 0
## INFO [11:09:59.443] [bbotk] errors runtime_learners uhash
## INFO [11:09:59.443] [bbotk] 0 0.167 086d0885-878f-4de1-ab3e-8e07aa37c819
## INFO [11:09:59.447] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:59.457] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:59.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:09:59.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:09:59.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:09:59.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:09:59.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:09:59.901] [mlr3] Finished benchmark
## INFO [11:09:59.923] [bbotk] Result of batch 1273:
## INFO [11:09:59.924] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:09:59.924] [bbotk] 3 165 FALSE extratrees 0.85586 0.6847594 0
## INFO [11:09:59.924] [bbotk] errors runtime_learners uhash
## INFO [11:09:59.924] [bbotk] 0 0.414 23a2c80b-88be-46dc-8239-27c78103ef94
## INFO [11:09:59.926] [bbotk] Evaluating 1 configuration(s)
## INFO [11:09:59.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:09:59.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:00.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:00.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:00.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:00.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:00.358] [mlr3] Finished benchmark
## INFO [11:10:00.380] [bbotk] Result of batch 1274:
## INFO [11:10:00.381] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:00.381] [bbotk] 2 161 FALSE extratrees 0.9148641 0.6863428 0
## INFO [11:10:00.381] [bbotk] errors runtime_learners uhash
## INFO [11:10:00.381] [bbotk] 0 0.383 410b9539-1b3d-4c7c-82a7-401bb5361a13
## INFO [11:10:00.384] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:00.393] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:00.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:00.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:00.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:00.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:00.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:00.545] [mlr3] Finished benchmark
## INFO [11:10:00.566] [bbotk] Result of batch 1275:
## INFO [11:10:00.567] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:00.567] [bbotk] 3 443 TRUE gini 0.4898597 0.4 0
## INFO [11:10:00.567] [bbotk] errors runtime_learners uhash
## INFO [11:10:00.567] [bbotk] 0 0.127 5961e405-45a0-47d7-987a-6e287563a8b9
## INFO [11:10:00.570] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:00.579] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:00.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:00.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:00.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:00.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:00.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:00.842] [mlr3] Finished benchmark
## INFO [11:10:00.864] [bbotk] Result of batch 1276:
## INFO [11:10:00.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:00.865] [bbotk] 1 314 FALSE gini 0.9795505 0.6937819 0
## INFO [11:10:00.865] [bbotk] errors runtime_learners uhash
## INFO [11:10:00.865] [bbotk] 0 0.23 03779325-2421-4d6f-8dbc-2e8895cc13ac
## INFO [11:10:00.867] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:00.877] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:00.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:00.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:00.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:00.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:01.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:01.046] [mlr3] Finished benchmark
## INFO [11:10:01.066] [bbotk] Result of batch 1277:
## INFO [11:10:01.067] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:01.067] [bbotk] 2 373 FALSE gini 0.3641014 0.6 0
## INFO [11:10:01.067] [bbotk] errors runtime_learners uhash
## INFO [11:10:01.067] [bbotk] 0 0.144 fd503ca6-9c01-4c7b-8d05-166c0dcf2bb6
## INFO [11:10:01.070] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:01.079] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:01.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:01.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:01.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:01.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:01.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:01.571] [mlr3] Finished benchmark
## INFO [11:10:01.592] [bbotk] Result of batch 1278:
## INFO [11:10:01.593] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:01.593] [bbotk] 5 190 FALSE gini 0.9847848 0.7356992 0
## INFO [11:10:01.593] [bbotk] errors runtime_learners uhash
## INFO [11:10:01.593] [bbotk] 0 0.464 d27daf43-b824-434e-833b-27e90b580d15
## INFO [11:10:01.596] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:01.605] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:01.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:01.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:01.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:01.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:01.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:01.969] [mlr3] Finished benchmark
## INFO [11:10:01.990] [bbotk] Result of batch 1279:
## INFO [11:10:01.991] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:01.991] [bbotk] 1 50 FALSE extratrees 0.301809 0.692034 0
## INFO [11:10:01.991] [bbotk] errors runtime_learners uhash
## INFO [11:10:01.991] [bbotk] 0 0.335 456b64e4-ed40-4bfd-a74a-a43ae95b8d07
## INFO [11:10:01.993] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:02.003] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:02.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:02.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:02.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:02.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:02.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:02.442] [mlr3] Finished benchmark
## INFO [11:10:02.462] [bbotk] Result of batch 1280:
## INFO [11:10:02.463] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:02.463] [bbotk] 4 34 FALSE extratrees 0.2741499 0.6859755 0
## INFO [11:10:02.463] [bbotk] errors runtime_learners uhash
## INFO [11:10:02.463] [bbotk] 0 0.411 d23178af-0a1e-405f-82d5-ac4cee13f1d8
## INFO [11:10:02.466] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:02.475] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:02.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:02.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:02.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:02.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:02.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:02.858] [mlr3] Finished benchmark
## INFO [11:10:02.879] [bbotk] Result of batch 1281:
## INFO [11:10:02.880] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:02.880] [bbotk] 4 332 TRUE extratrees 0.9050809 0.7098116 0
## INFO [11:10:02.880] [bbotk] errors runtime_learners uhash
## INFO [11:10:02.880] [bbotk] 0 0.355 2a6d723f-b879-4d0d-97d8-e062a1a408d8
## INFO [11:10:02.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:02.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:02.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:03.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:03.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:03.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:03.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:03.448] [mlr3] Finished benchmark
## INFO [11:10:03.469] [bbotk] Result of batch 1282:
## INFO [11:10:03.470] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:03.470] [bbotk] 1 20 TRUE gini 0.894222 0.7700022 0
## INFO [11:10:03.470] [bbotk] errors runtime_learners uhash
## INFO [11:10:03.470] [bbotk] 0 0.524 b9665c02-ca89-4786-9c04-4a960a6e6783
## INFO [11:10:03.472] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:03.481] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:03.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:03.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:03.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:03.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:03.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:03.752] [mlr3] Finished benchmark
## INFO [11:10:03.773] [bbotk] Result of batch 1283:
## INFO [11:10:03.774] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:03.774] [bbotk] 4 461 TRUE gini 0.8242112 0.6802468 0
## INFO [11:10:03.774] [bbotk] errors runtime_learners uhash
## INFO [11:10:03.774] [bbotk] 0 0.235 e6425c7d-6a4a-4e94-8af5-e3ad9acc80d2
## INFO [11:10:03.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:03.786] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:03.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:03.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:03.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:04.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:04.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:04.295] [mlr3] Finished benchmark
## INFO [11:10:04.316] [bbotk] Result of batch 1284:
## INFO [11:10:04.317] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:04.317] [bbotk] 4 56 FALSE extratrees 0.5461565 0.6862457 0
## INFO [11:10:04.317] [bbotk] errors runtime_learners uhash
## INFO [11:10:04.317] [bbotk] 0 0.482 86df28e0-9a24-4c06-8d57-b4120a04a0b0
## INFO [11:10:04.320] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:04.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:04.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:04.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:04.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:04.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:04.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:04.819] [mlr3] Finished benchmark
## INFO [11:10:04.840] [bbotk] Result of batch 1285:
## INFO [11:10:04.841] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:04.841] [bbotk] 3 151 FALSE extratrees 0.976832 0.6823024 0
## INFO [11:10:04.841] [bbotk] errors runtime_learners uhash
## INFO [11:10:04.841] [bbotk] 0 0.455 701d34eb-779f-4241-9094-d52a46ee7f6d
## INFO [11:10:04.843] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:04.852] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:04.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:05.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:05.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:05.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:05.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:05.713] [mlr3] Finished benchmark
## INFO [11:10:05.743] [bbotk] Result of batch 1286:
## INFO [11:10:05.744] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:05.744] [bbotk] 5 30 FALSE extratrees 0.8672339 0.7426639 0
## INFO [11:10:05.744] [bbotk] errors runtime_learners uhash
## INFO [11:10:05.744] [bbotk] 0 0.831 13277261-72a0-49a2-bc54-72f08334dcc3
## INFO [11:10:05.746] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:05.755] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:05.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:05.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:05.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:05.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:06.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:06.160] [mlr3] Finished benchmark
## INFO [11:10:06.181] [bbotk] Result of batch 1287:
## INFO [11:10:06.182] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:06.182] [bbotk] 1 47 TRUE gini 0.633533 0.7200538 0
## INFO [11:10:06.182] [bbotk] errors runtime_learners uhash
## INFO [11:10:06.182] [bbotk] 0 0.377 5618f7e1-ff63-466a-8572-50a80218db90
## INFO [11:10:06.185] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:06.194] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:06.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:06.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:06.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:06.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:06.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:06.492] [mlr3] Finished benchmark
## INFO [11:10:06.512] [bbotk] Result of batch 1288:
## INFO [11:10:06.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:06.513] [bbotk] 5 295 FALSE extratrees 0.580238 0.7230894 0
## INFO [11:10:06.513] [bbotk] errors runtime_learners uhash
## INFO [11:10:06.513] [bbotk] 0 0.273 01e0f2da-ec2a-4d86-b873-e5b027e5886c
## INFO [11:10:06.516] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:06.525] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:06.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:06.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:06.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:06.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:06.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:06.757] [mlr3] Finished benchmark
## INFO [11:10:06.781] [bbotk] Result of batch 1289:
## INFO [11:10:06.782] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:06.782] [bbotk] 3 170 FALSE extratrees 0.235829 0.712604 0
## INFO [11:10:06.782] [bbotk] errors runtime_learners uhash
## INFO [11:10:06.782] [bbotk] 0 0.204 a3cc7890-d015-4680-91eb-7f6c2e4d0a00
## INFO [11:10:06.785] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:06.796] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:06.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:06.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:06.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:06.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:07.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:07.104] [mlr3] Finished benchmark
## INFO [11:10:07.125] [bbotk] Result of batch 1290:
## INFO [11:10:07.126] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:07.126] [bbotk] 3 136 FALSE gini 0.3298008 0.6916986 0
## INFO [11:10:07.126] [bbotk] errors runtime_learners uhash
## INFO [11:10:07.126] [bbotk] 0 0.284 abb7ff43-6eb6-4f1a-8279-7de61f199922
## INFO [11:10:07.128] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:07.138] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:07.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:07.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:07.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:07.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:07.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:07.356] [mlr3] Finished benchmark
## INFO [11:10:07.378] [bbotk] Result of batch 1291:
## INFO [11:10:07.379] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:07.379] [bbotk] 1 291 FALSE gini 0.4714134 0.6647814 0
## INFO [11:10:07.379] [bbotk] errors runtime_learners uhash
## INFO [11:10:07.379] [bbotk] 0 0.193 99725c8c-3af4-4a30-af7c-1f69531635a7
## INFO [11:10:07.381] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:07.397] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:07.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:07.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:07.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:07.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:07.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:07.646] [mlr3] Finished benchmark
## INFO [11:10:07.667] [bbotk] Result of batch 1292:
## INFO [11:10:07.668] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:07.668] [bbotk] 1 334 FALSE gini 0.9353782 0.6954348 0
## INFO [11:10:07.668] [bbotk] errors runtime_learners uhash
## INFO [11:10:07.668] [bbotk] 0 0.225 a7f58ba8-928b-4e54-bf80-e5682c29e1f2
## INFO [11:10:07.671] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:07.680] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:07.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:07.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:07.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:07.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:07.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:07.904] [mlr3] Finished benchmark
## INFO [11:10:07.932] [bbotk] Result of batch 1293:
## INFO [11:10:07.934] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:07.934] [bbotk] 3 470 TRUE gini 0.7065912 0.6513845 0
## INFO [11:10:07.934] [bbotk] errors runtime_learners uhash
## INFO [11:10:07.934] [bbotk] 0 0.197 8cdcce6e-bdd7-493e-b5a0-e855ea7609c0
## INFO [11:10:07.936] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:07.947] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:07.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:07.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:08.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:08.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:08.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:08.115] [mlr3] Finished benchmark
## INFO [11:10:08.136] [bbotk] Result of batch 1294:
## INFO [11:10:08.137] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:08.137] [bbotk] 2 481 TRUE gini 0.1293617 0.6 0
## INFO [11:10:08.137] [bbotk] errors runtime_learners uhash
## INFO [11:10:08.137] [bbotk] 0 0.135 4336938c-80c9-476e-8585-0a13d9b86cf4
## INFO [11:10:08.140] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:08.149] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:08.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:08.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:08.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:08.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:08.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:08.349] [mlr3] Finished benchmark
## INFO [11:10:08.371] [bbotk] Result of batch 1295:
## INFO [11:10:08.373] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:08.373] [bbotk] 2 304 TRUE extratrees 0.370142 0.703907 0
## INFO [11:10:08.373] [bbotk] errors runtime_learners uhash
## INFO [11:10:08.373] [bbotk] 0 0.167 9ea5e79e-598f-4313-88cc-ce3e19d4e206
## INFO [11:10:08.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:08.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:08.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:08.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:08.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:08.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:08.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:08.610] [mlr3] Finished benchmark
## INFO [11:10:08.631] [bbotk] Result of batch 1296:
## INFO [11:10:08.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:08.632] [bbotk] 1 224 FALSE gini 0.3624467 0.6664343 0
## INFO [11:10:08.632] [bbotk] errors runtime_learners uhash
## INFO [11:10:08.632] [bbotk] 0 0.196 e768b04b-916e-40de-a7f6-bf58bf081b82
## INFO [11:10:08.634] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:08.644] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:08.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:08.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:08.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:08.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:08.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:09.045] [mlr3] Finished benchmark
## INFO [11:10:09.066] [bbotk] Result of batch 1297:
## INFO [11:10:09.067] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:09.067] [bbotk] 1 54 TRUE gini 0.6229142 0.7241594 0
## INFO [11:10:09.067] [bbotk] errors runtime_learners uhash
## INFO [11:10:09.067] [bbotk] 0 0.374 29454f88-7ad1-4ca7-9494-fbd3b87c1a6b
## INFO [11:10:09.069] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:09.078] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:09.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:09.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:09.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:09.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:09.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:09.286] [mlr3] Finished benchmark
## INFO [11:10:09.344] [bbotk] Result of batch 1298:
## INFO [11:10:09.345] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:09.345] [bbotk] 3 456 TRUE gini 0.5966257 0.6513845 0
## INFO [11:10:09.345] [bbotk] errors runtime_learners uhash
## INFO [11:10:09.345] [bbotk] 0 0.181 03ad5a9a-68bc-48e7-8225-13ab02debfaf
## INFO [11:10:09.349] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:09.363] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:09.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:09.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:09.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:09.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:09.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:09.717] [mlr3] Finished benchmark
## INFO [11:10:09.738] [bbotk] Result of batch 1299:
## INFO [11:10:09.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:09.739] [bbotk] 4 163 TRUE extratrees 0.538202 0.693689 0
## INFO [11:10:09.739] [bbotk] errors runtime_learners uhash
## INFO [11:10:09.739] [bbotk] 0 0.326 aecd8a5b-ce9b-4a11-8971-fb67bd25afc2
## INFO [11:10:09.742] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:09.751] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:09.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:09.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:09.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:09.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:09.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:09.934] [mlr3] Finished benchmark
## INFO [11:10:09.963] [bbotk] Result of batch 1300:
## INFO [11:10:09.964] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:09.964] [bbotk] 5 314 FALSE extratrees 0.1881771 0.6 0
## INFO [11:10:09.964] [bbotk] errors runtime_learners uhash
## INFO [11:10:09.964] [bbotk] 0 0.155 7cb8b7a3-dd0d-4c23-8618-ad4472ad51e5
## INFO [11:10:09.968] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:09.984] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:09.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:10.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:10.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:10.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:10.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:10.168] [mlr3] Finished benchmark
## INFO [11:10:10.188] [bbotk] Result of batch 1301:
## INFO [11:10:10.189] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:10.189] [bbotk] 3 249 FALSE gini 0.1494651 0.6 0
## INFO [11:10:10.189] [bbotk] errors runtime_learners uhash
## INFO [11:10:10.189] [bbotk] 0 0.16 15ac87b5-add6-4bcb-bf5e-cb03be77fb2a
## INFO [11:10:10.192] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:10.201] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:10.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:10.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:10.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:10.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:10.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:10.459] [mlr3] Finished benchmark
## INFO [11:10:10.486] [bbotk] Result of batch 1302:
## INFO [11:10:10.487] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:10.487] [bbotk] 2 426 FALSE extratrees 0.7633273 0.7328948 0
## INFO [11:10:10.487] [bbotk] errors runtime_learners uhash
## INFO [11:10:10.487] [bbotk] 0 0.232 50308fb3-be4a-4cdf-99a7-8f1fa94e4736
## INFO [11:10:10.491] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:10.507] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:10.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:10.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:10.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:10.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:10.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:11.121] [mlr3] Finished benchmark
## INFO [11:10:11.142] [bbotk] Result of batch 1303:
## INFO [11:10:11.143] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:11.143] [bbotk] 4 36 FALSE extratrees 0.6397901 0.6994837 0
## INFO [11:10:11.143] [bbotk] errors runtime_learners uhash
## INFO [11:10:11.143] [bbotk] 0 0.583 953e6e8f-c7c7-48d3-a7b5-6886537b8219
## INFO [11:10:11.145] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:11.155] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:11.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:11.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:11.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:11.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:11.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:11.382] [mlr3] Finished benchmark
## INFO [11:10:11.416] [bbotk] Result of batch 1304:
## INFO [11:10:11.418] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:11.418] [bbotk] 3 222 TRUE extratrees 0.3484022 0.7326246 0
## INFO [11:10:11.418] [bbotk] errors runtime_learners uhash
## INFO [11:10:11.418] [bbotk] 0 0.199 b07290ec-c227-4801-9edc-8a487f34fc78
## INFO [11:10:11.422] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:11.435] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:11.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:11.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:11.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:11.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:11.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:11.737] [mlr3] Finished benchmark
## INFO [11:10:11.758] [bbotk] Result of batch 1305:
## INFO [11:10:11.759] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:11.759] [bbotk] 3 287 FALSE gini 0.7283061 0.7105626 0
## INFO [11:10:11.759] [bbotk] errors runtime_learners uhash
## INFO [11:10:11.759] [bbotk] 0 0.274 ebc9ae68-df77-43e9-bf80-62c52c948747
## INFO [11:10:11.761] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:11.770] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:11.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:11.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:12.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:12.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:12.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:12.366] [mlr3] Finished benchmark
## INFO [11:10:12.393] [bbotk] Result of batch 1306:
## INFO [11:10:12.395] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:12.395] [bbotk] 4 80 TRUE extratrees 0.7888048 0.6899706 0
## INFO [11:10:12.395] [bbotk] errors runtime_learners uhash
## INFO [11:10:12.395] [bbotk] 0 0.569 837592ad-2493-457c-8a34-569056fb5d0f
## INFO [11:10:12.399] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:12.408] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:12.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:12.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:12.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:12.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:12.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:12.632] [mlr3] Finished benchmark
## INFO [11:10:12.653] [bbotk] Result of batch 1307:
## INFO [11:10:12.654] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:12.654] [bbotk] 4 464 TRUE gini 0.6682945 0.6552739 0
## INFO [11:10:12.654] [bbotk] errors runtime_learners uhash
## INFO [11:10:12.654] [bbotk] 0 0.199 e2b92434-1f21-4be4-b6ac-429c78632919
## INFO [11:10:12.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:12.665] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:12.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:12.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:12.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:13.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:13.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:13.245] [mlr3] Finished benchmark
## INFO [11:10:13.272] [bbotk] Result of batch 1308:
## INFO [11:10:13.273] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:13.273] [bbotk] 5 94 FALSE gini 0.9473824 0.7452068 0
## INFO [11:10:13.273] [bbotk] errors runtime_learners uhash
## INFO [11:10:13.273] [bbotk] 0 0.543 1d7e46bd-fab8-4322-8a34-ae2e552b7837
## INFO [11:10:13.276] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:13.285] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:13.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:13.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:13.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:13.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:13.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:13.824] [mlr3] Finished benchmark
## INFO [11:10:13.845] [bbotk] Result of batch 1309:
## INFO [11:10:13.846] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:13.846] [bbotk] 4 65 FALSE gini 0.6754691 0.7400268 0
## INFO [11:10:13.846] [bbotk] errors runtime_learners uhash
## INFO [11:10:13.846] [bbotk] 0 0.515 b7d93355-b593-48b1-ba04-69e84bfeadaa
## INFO [11:10:13.849] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:13.858] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:13.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:13.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:13.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:13.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:14.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:14.091] [mlr3] Finished benchmark
## INFO [11:10:14.115] [bbotk] Result of batch 1310:
## INFO [11:10:14.116] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:14.116] [bbotk] 4 422 TRUE extratrees 0.5530469 0.709177 0
## INFO [11:10:14.116] [bbotk] errors runtime_learners uhash
## INFO [11:10:14.116] [bbotk] 0 0.203 8eb66ea1-46f0-4277-a16b-486f11868e81
## INFO [11:10:14.118] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:14.127] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:14.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:14.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:14.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:14.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:14.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:14.418] [mlr3] Finished benchmark
## INFO [11:10:14.439] [bbotk] Result of batch 1311:
## INFO [11:10:14.440] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:14.440] [bbotk] 3 76 FALSE extratrees 0.206261 0.7099463 0
## INFO [11:10:14.440] [bbotk] errors runtime_learners uhash
## INFO [11:10:14.440] [bbotk] 0 0.264 182b54aa-2d64-4a55-ba08-4a041cc1aab3
## INFO [11:10:14.442] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:14.452] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:14.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:14.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:14.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:14.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:14.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:14.774] [mlr3] Finished benchmark
## INFO [11:10:14.795] [bbotk] Result of batch 1312:
## INFO [11:10:14.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:14.796] [bbotk] 5 101 TRUE extratrees 0.2955505 0.693689 0
## INFO [11:10:14.796] [bbotk] errors runtime_learners uhash
## INFO [11:10:14.796] [bbotk] 0 0.291 9b947417-9f9c-455d-a6da-684483763ab4
## INFO [11:10:14.798] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:14.807] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:14.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:14.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:14.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:14.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:15.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:15.097] [mlr3] Finished benchmark
## INFO [11:10:15.118] [bbotk] Result of batch 1313:
## INFO [11:10:15.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:15.119] [bbotk] 1 49 FALSE extratrees 0.144368 0.7196326 0
## INFO [11:10:15.119] [bbotk] errors runtime_learners uhash
## INFO [11:10:15.119] [bbotk] 0 0.264 60a8d82b-5479-4240-831d-0b2916e21b3b
## INFO [11:10:15.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:15.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:15.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:15.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:15.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:15.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:15.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:15.451] [mlr3] Finished benchmark
## INFO [11:10:15.472] [bbotk] Result of batch 1314:
## INFO [11:10:15.473] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:15.473] [bbotk] 1 183 FALSE gini 0.8722337 0.6959234 0
## INFO [11:10:15.473] [bbotk] errors runtime_learners uhash
## INFO [11:10:15.473] [bbotk] 0 0.291 2a7d7ca4-3ef5-4d7c-9c6d-87a44a1fdd98
## INFO [11:10:15.476] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:15.485] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:15.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:15.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:15.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:15.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:15.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:15.712] [mlr3] Finished benchmark
## INFO [11:10:15.733] [bbotk] Result of batch 1315:
## INFO [11:10:15.734] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:15.734] [bbotk] 4 336 FALSE gini 0.556098 0.6612374 0
## INFO [11:10:15.734] [bbotk] errors runtime_learners uhash
## INFO [11:10:15.734] [bbotk] 0 0.202 80fc70f1-b26c-4974-b1da-c35e1d87482e
## INFO [11:10:15.737] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:15.746] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:15.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:15.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:15.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:16.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:16.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:16.282] [mlr3] Finished benchmark
## INFO [11:10:16.303] [bbotk] Result of batch 1316:
## INFO [11:10:16.304] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:16.304] [bbotk] 2 62 TRUE gini 0.9553434 0.7406735 0
## INFO [11:10:16.304] [bbotk] errors runtime_learners uhash
## INFO [11:10:16.304] [bbotk] 0 0.498 571b5dd5-15ca-4a96-b491-dca6bdcf0659
## INFO [11:10:16.307] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:16.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:16.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:16.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:16.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:16.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:16.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:16.576] [mlr3] Finished benchmark
## INFO [11:10:16.598] [bbotk] Result of batch 1317:
## INFO [11:10:16.599] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:16.599] [bbotk] 1 382 TRUE extratrees 0.6491474 0.7441955 0
## INFO [11:10:16.599] [bbotk] errors runtime_learners uhash
## INFO [11:10:16.599] [bbotk] 0 0.234 993f2b51-10d3-4671-9017-d0d82a395dcd
## INFO [11:10:16.601] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:16.623] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:16.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:16.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:16.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:16.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:16.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:16.879] [mlr3] Finished benchmark
## INFO [11:10:16.900] [bbotk] Result of batch 1318:
## INFO [11:10:16.901] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:16.901] [bbotk] 4 440 FALSE extratrees 0.6607388 0.7231114 0
## INFO [11:10:16.901] [bbotk] errors runtime_learners uhash
## INFO [11:10:16.901] [bbotk] 0 0.229 e9956c89-5fa6-4f14-9cac-2ac9506b3f6d
## INFO [11:10:16.903] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:16.913] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:16.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:17.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:17.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:17.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:17.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:17.349] [mlr3] Finished benchmark
## INFO [11:10:17.381] [bbotk] Result of batch 1319:
## INFO [11:10:17.383] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:17.383] [bbotk] 5 51 FALSE extratrees 0.3511042 0.6839553 0
## INFO [11:10:17.383] [bbotk] errors runtime_learners uhash
## INFO [11:10:17.383] [bbotk] 0 0.408 082d6867-8dd2-43c9-a669-9e26df0373ca
## INFO [11:10:17.387] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:17.401] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:17.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:17.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:17.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:17.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:17.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:17.576] [mlr3] Finished benchmark
## INFO [11:10:17.598] [bbotk] Result of batch 1320:
## INFO [11:10:17.599] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:17.599] [bbotk] 4 390 FALSE gini 0.2894866 0.6 0
## INFO [11:10:17.599] [bbotk] errors runtime_learners uhash
## INFO [11:10:17.599] [bbotk] 0 0.149 a40dbe79-31c0-4d22-8277-458a63d2b9b0
## INFO [11:10:17.601] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:17.611] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:17.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:17.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:17.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:17.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:18.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:18.213] [mlr3] Finished benchmark
## INFO [11:10:18.238] [bbotk] Result of batch 1321:
## INFO [11:10:18.239] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:18.239] [bbotk] 5 33 TRUE gini 0.5146316 0.7499385 0
## INFO [11:10:18.239] [bbotk] errors runtime_learners uhash
## INFO [11:10:18.239] [bbotk] 0 0.572 7550cd4d-e378-45f7-9ce2-597809722a0a
## INFO [11:10:18.242] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:18.251] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:18.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:18.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:18.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:18.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:18.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:18.449] [mlr3] Finished benchmark
## INFO [11:10:18.470] [bbotk] Result of batch 1322:
## INFO [11:10:18.472] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:18.472] [bbotk] 1 429 TRUE extratrees 0.5302344 0.7133309 0
## INFO [11:10:18.472] [bbotk] errors runtime_learners uhash
## INFO [11:10:18.472] [bbotk] 0 0.173 e62590b8-2511-43fd-9463-8090c0dcec50
## INFO [11:10:18.474] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:18.484] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:18.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:18.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:18.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:18.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:18.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:18.898] [mlr3] Finished benchmark
## INFO [11:10:18.919] [bbotk] Result of batch 1323:
## INFO [11:10:18.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:18.920] [bbotk] 4 331 TRUE extratrees 0.9300671 0.7023726 0
## INFO [11:10:18.920] [bbotk] errors runtime_learners uhash
## INFO [11:10:18.920] [bbotk] 0 0.378 631cc097-9ca0-4f44-a961-38adbe543545
## INFO [11:10:18.922] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:18.931] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:18.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:19.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:19.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:19.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:19.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:19.334] [mlr3] Finished benchmark
## INFO [11:10:19.355] [bbotk] Result of batch 1324:
## INFO [11:10:19.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:19.356] [bbotk] 5 208 FALSE gini 0.7198301 0.7297733 0
## INFO [11:10:19.356] [bbotk] errors runtime_learners uhash
## INFO [11:10:19.356] [bbotk] 0 0.377 e4a12e8d-6edc-4cd7-8bb2-e2acb009d19d
## INFO [11:10:19.358] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:19.368] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:19.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:19.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:19.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:19.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:19.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:19.540] [mlr3] Finished benchmark
## INFO [11:10:19.561] [bbotk] Result of batch 1325:
## INFO [11:10:19.562] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:19.562] [bbotk] 1 178 TRUE gini 0.1308508 0.6 0
## INFO [11:10:19.562] [bbotk] errors runtime_learners uhash
## INFO [11:10:19.562] [bbotk] 0 0.135 9cb539bb-de15-43fd-8cd9-5c8fe9968966
## INFO [11:10:19.565] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:19.574] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:19.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:19.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:19.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:19.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:19.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:19.856] [mlr3] Finished benchmark
## INFO [11:10:19.878] [bbotk] Result of batch 1326:
## INFO [11:10:19.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:19.879] [bbotk] 4 161 TRUE extratrees 0.3806491 0.7213394 0
## INFO [11:10:19.879] [bbotk] errors runtime_learners uhash
## INFO [11:10:19.879] [bbotk] 0 0.256 1ebaa47a-bfdd-494c-98b3-55e78530babf
## INFO [11:10:19.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:19.905] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:19.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:19.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:20.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:20.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:20.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:20.286] [mlr3] Finished benchmark
## INFO [11:10:20.307] [bbotk] Result of batch 1327:
## INFO [11:10:20.308] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:20.308] [bbotk] 4 299 TRUE extratrees 0.8342363 0.7100003 0
## INFO [11:10:20.308] [bbotk] errors runtime_learners uhash
## INFO [11:10:20.308] [bbotk] 0 0.353 fa56c849-553a-48b4-ad96-9d401273fff7
## INFO [11:10:20.311] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:20.320] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:20.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:20.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:20.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:20.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:20.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:20.541] [mlr3] Finished benchmark
## INFO [11:10:20.568] [bbotk] Result of batch 1328:
## INFO [11:10:20.570] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:20.570] [bbotk] 3 294 TRUE extratrees 0.4089335 0.7214585 0
## INFO [11:10:20.570] [bbotk] errors runtime_learners uhash
## INFO [11:10:20.570] [bbotk] 0 0.195 3dbc7f69-e78b-4b60-9e27-0eb26a495970
## INFO [11:10:20.573] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:20.583] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:20.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:20.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:20.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:20.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:20.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:20.842] [mlr3] Finished benchmark
## INFO [11:10:20.863] [bbotk] Result of batch 1329:
## INFO [11:10:20.864] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:20.864] [bbotk] 1 222 FALSE gini 0.5109418 0.6901109 0
## INFO [11:10:20.864] [bbotk] errors runtime_learners uhash
## INFO [11:10:20.864] [bbotk] 0 0.231 6e61316b-28e3-4d9d-b9c5-db858b31be53
## INFO [11:10:20.867] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:20.876] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:20.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:20.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:21.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:21.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:21.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:21.304] [mlr3] Finished benchmark
## INFO [11:10:21.325] [bbotk] Result of batch 1330:
## INFO [11:10:21.327] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:21.327] [bbotk] 2 245 TRUE extratrees 0.9976909 0.6938379 0
## INFO [11:10:21.327] [bbotk] errors runtime_learners uhash
## INFO [11:10:21.327] [bbotk] 0 0.396 e6b859d0-f43b-4c2e-b660-566a6478e77f
## INFO [11:10:21.329] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:21.338] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:21.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:21.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:21.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:21.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:21.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:21.602] [mlr3] Finished benchmark
## INFO [11:10:21.623] [bbotk] Result of batch 1331:
## INFO [11:10:21.625] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:21.625] [bbotk] 1 43 FALSE gini 0.1145328 0.6974252 0
## INFO [11:10:21.625] [bbotk] errors runtime_learners uhash
## INFO [11:10:21.625] [bbotk] 0 0.235 82328b28-0900-42a7-bdd8-9e76409eda15
## INFO [11:10:21.627] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:21.637] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:21.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:21.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:21.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:21.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:21.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:22.038] [mlr3] Finished benchmark
## INFO [11:10:22.060] [bbotk] Result of batch 1332:
## INFO [11:10:22.061] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:22.061] [bbotk] 2 111 FALSE gini 0.6848927 0.7069944 0
## INFO [11:10:22.061] [bbotk] errors runtime_learners uhash
## INFO [11:10:22.061] [bbotk] 0 0.365 42178625-cdb8-4942-a8d7-29b10eff4def
## INFO [11:10:22.064] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:22.073] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:22.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:22.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:22.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:22.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:22.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:22.301] [mlr3] Finished benchmark
## INFO [11:10:22.332] [bbotk] Result of batch 1333:
## INFO [11:10:22.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:22.333] [bbotk] 3 438 TRUE extratrees 0.6026243 0.7177116 0
## INFO [11:10:22.333] [bbotk] errors runtime_learners uhash
## INFO [11:10:22.333] [bbotk] 0 0.201 27abaf8e-e602-4799-b80a-cad9a2fe63ee
## INFO [11:10:22.337] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:22.351] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:22.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:22.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:22.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:22.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:22.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:22.614] [mlr3] Finished benchmark
## INFO [11:10:22.635] [bbotk] Result of batch 1334:
## INFO [11:10:22.636] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:22.636] [bbotk] 1 46 TRUE extratrees 0.1409042 0.7176124 0
## INFO [11:10:22.636] [bbotk] errors runtime_learners uhash
## INFO [11:10:22.636] [bbotk] 0 0.236 4fe717ff-e690-4368-93a1-3c6f2ee797ed
## INFO [11:10:22.639] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:22.648] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:22.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:22.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:22.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:23.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:23.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:23.270] [mlr3] Finished benchmark
## INFO [11:10:23.291] [bbotk] Result of batch 1335:
## INFO [11:10:23.292] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:23.292] [bbotk] 4 57 FALSE gini 0.8247498 0.7570067 0
## INFO [11:10:23.292] [bbotk] errors runtime_learners uhash
## INFO [11:10:23.292] [bbotk] 0 0.589 dedd87c7-7995-4292-b4db-6c404e880533
## INFO [11:10:23.295] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:23.304] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:23.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:23.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:23.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:23.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:23.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:23.950] [mlr3] Finished benchmark
## INFO [11:10:23.972] [bbotk] Result of batch 1336:
## INFO [11:10:23.973] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:23.973] [bbotk] 4 27 TRUE extratrees 0.6159735 0.7183038 0
## INFO [11:10:23.973] [bbotk] errors runtime_learners uhash
## INFO [11:10:23.973] [bbotk] 0 0.618 0854a5cc-2c94-46b4-8ef6-993c956994e7
## INFO [11:10:23.975] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:24.033] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:24.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:24.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:24.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:24.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:24.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:24.372] [mlr3] Finished benchmark
## INFO [11:10:24.394] [bbotk] Result of batch 1337:
## INFO [11:10:24.395] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:24.395] [bbotk] 4 304 TRUE gini 0.7426976 0.7030398 0
## INFO [11:10:24.395] [bbotk] errors runtime_learners uhash
## INFO [11:10:24.395] [bbotk] 0 0.309 a4854e17-4bb3-4f01-9eef-f2fd0a340f54
## INFO [11:10:24.397] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:24.406] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:24.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:24.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:24.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:24.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:24.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:24.861] [mlr3] Finished benchmark
## INFO [11:10:24.883] [bbotk] Result of batch 1338:
## INFO [11:10:24.884] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:24.884] [bbotk] 4 273 TRUE extratrees 0.9873546 0.6938379 0
## INFO [11:10:24.884] [bbotk] errors runtime_learners uhash
## INFO [11:10:24.884] [bbotk] 0 0.426 0c5174d4-81b1-4bac-83c4-b40e82ae88d3
## INFO [11:10:24.893] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:24.911] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:24.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:24.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:24.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:25.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:25.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:25.071] [mlr3] Finished benchmark
## INFO [11:10:25.093] [bbotk] Result of batch 1339:
## INFO [11:10:25.094] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:25.094] [bbotk] 2 381 TRUE extratrees 0.4362951 0.4 0
## INFO [11:10:25.094] [bbotk] errors runtime_learners uhash
## INFO [11:10:25.094] [bbotk] 0 0.13 84161b1e-1a39-47ad-a8d4-8a70d64b0e58
## INFO [11:10:25.097] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:25.106] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:25.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:25.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:25.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:25.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:25.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:25.284] [mlr3] Finished benchmark
## INFO [11:10:25.305] [bbotk] Result of batch 1340:
## INFO [11:10:25.306] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:25.306] [bbotk] 5 320 FALSE extratrees 0.278393 0.4 0
## INFO [11:10:25.306] [bbotk] errors runtime_learners uhash
## INFO [11:10:25.306] [bbotk] 0 0.149 5fa68a67-5021-43d4-ae88-3b3ddde152b6
## INFO [11:10:25.309] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:25.333] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:25.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:25.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:25.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:25.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:25.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:25.964] [mlr3] Finished benchmark
## INFO [11:10:25.985] [bbotk] Result of batch 1341:
## INFO [11:10:25.986] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:25.986] [bbotk] 4 55 FALSE extratrees 0.7765388 0.6997021 0
## INFO [11:10:25.986] [bbotk] errors runtime_learners uhash
## INFO [11:10:25.986] [bbotk] 0 0.599 1cb6784f-4d18-4ebc-9dd2-4c439926e4a2
## INFO [11:10:25.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:25.998] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:26.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:26.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:26.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:26.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:26.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:26.175] [mlr3] Finished benchmark
## INFO [11:10:26.206] [bbotk] Result of batch 1342:
## INFO [11:10:26.208] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:26.208] [bbotk] 2 394 FALSE extratrees 0.2146052 0.4 0
## INFO [11:10:26.208] [bbotk] errors runtime_learners uhash
## INFO [11:10:26.208] [bbotk] 0 0.148 5076b763-1a1d-45ea-9fa9-f596d93565c4
## INFO [11:10:26.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:26.229] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:26.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:26.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:26.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:26.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:26.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:26.407] [mlr3] Finished benchmark
## INFO [11:10:26.429] [bbotk] Result of batch 1343:
## INFO [11:10:26.430] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:26.430] [bbotk] 4 498 FALSE gini 0.2683955 0.6 0
## INFO [11:10:26.430] [bbotk] errors runtime_learners uhash
## INFO [11:10:26.430] [bbotk] 0 0.151 15f0973f-a3df-472a-9b95-06d4ffe5c586
## INFO [11:10:26.432] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:26.442] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:26.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:26.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:26.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:26.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:26.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:26.772] [mlr3] Finished benchmark
## INFO [11:10:26.806] [bbotk] Result of batch 1344:
## INFO [11:10:26.807] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:26.807] [bbotk] 1 111 FALSE extratrees 0.4366737 0.7098768 0
## INFO [11:10:26.807] [bbotk] errors runtime_learners uhash
## INFO [11:10:26.807] [bbotk] 0 0.306 1cc9259f-1159-490a-87b6-fe97bac9e946
## INFO [11:10:26.812] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:26.829] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:26.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:26.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:26.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:27.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:27.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:27.186] [mlr3] Finished benchmark
## INFO [11:10:27.208] [bbotk] Result of batch 1345:
## INFO [11:10:27.209] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:27.209] [bbotk] 1 165 FALSE extratrees 0.7781719 0.69736 0
## INFO [11:10:27.209] [bbotk] errors runtime_learners uhash
## INFO [11:10:27.209] [bbotk] 0 0.326 144a4c9b-199c-4d6d-912d-37030a33bc60
## INFO [11:10:27.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:27.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:27.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:27.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:27.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:27.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:27.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:27.600] [mlr3] Finished benchmark
## INFO [11:10:27.628] [bbotk] Result of batch 1346:
## INFO [11:10:27.629] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:27.629] [bbotk] 1 121 TRUE extratrees 0.631705 0.6941081 0
## INFO [11:10:27.629] [bbotk] errors runtime_learners uhash
## INFO [11:10:27.629] [bbotk] 0 0.352 438c833b-b194-458e-a4b1-3a41b448368d
## INFO [11:10:27.633] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:27.647] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:27.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:27.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:27.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:28.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:28.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:28.259] [mlr3] Finished benchmark
## INFO [11:10:28.280] [bbotk] Result of batch 1347:
## INFO [11:10:28.281] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:28.281] [bbotk] 1 5 TRUE gini 0.7348832 0.8007775 0
## INFO [11:10:28.281] [bbotk] errors runtime_learners uhash
## INFO [11:10:28.281] [bbotk] 0 0.583 e3d23995-7ba0-4973-a5e6-9c1f0dac123d
## INFO [11:10:28.284] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:28.293] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:28.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:28.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:28.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:28.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:28.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:28.666] [mlr3] Finished benchmark
## INFO [11:10:28.687] [bbotk] Result of batch 1348:
## INFO [11:10:28.688] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:28.688] [bbotk] 4 171 TRUE extratrees 0.5426541 0.701087 0
## INFO [11:10:28.688] [bbotk] errors runtime_learners uhash
## INFO [11:10:28.688] [bbotk] 0 0.33 ca66b4d1-2008-4a77-8821-f0ebc6f31370
## INFO [11:10:28.691] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:28.700] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:28.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:28.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:28.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:29.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:29.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:29.353] [mlr3] Finished benchmark
## INFO [11:10:29.374] [bbotk] Result of batch 1349:
## INFO [11:10:29.375] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:29.375] [bbotk] 5 15 FALSE extratrees 0.4328002 0.7423916 0
## INFO [11:10:29.375] [bbotk] errors runtime_learners uhash
## INFO [11:10:29.375] [bbotk] 0 0.627 59c3e410-b55e-4e99-847f-77afb19698bc
## INFO [11:10:29.378] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:29.398] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:29.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:29.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:29.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:29.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:29.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:29.833] [mlr3] Finished benchmark
## INFO [11:10:29.854] [bbotk] Result of batch 1350:
## INFO [11:10:29.855] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:29.855] [bbotk] 3 121 FALSE extratrees 0.7016877 0.6885814 0
## INFO [11:10:29.855] [bbotk] errors runtime_learners uhash
## INFO [11:10:29.855] [bbotk] 0 0.403 2c48f442-899a-46d2-9e51-f692b4e2eada
## INFO [11:10:29.858] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:29.867] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:29.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:29.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:29.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:30.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:30.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:30.158] [mlr3] Finished benchmark
## INFO [11:10:30.180] [bbotk] Result of batch 1351:
## INFO [11:10:30.181] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:30.181] [bbotk] 5 134 TRUE gini 0.3103572 0.6951533 0
## INFO [11:10:30.181] [bbotk] errors runtime_learners uhash
## INFO [11:10:30.181] [bbotk] 0 0.267 fe408aed-89ea-42cf-8b25-3355928951ab
## INFO [11:10:30.183] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:30.208] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:30.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:30.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:30.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:30.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:30.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:30.503] [mlr3] Finished benchmark
## INFO [11:10:30.524] [bbotk] Result of batch 1352:
## INFO [11:10:30.525] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:30.525] [bbotk] 4 276 FALSE extratrees 0.5641124 0.7324083 0
## INFO [11:10:30.525] [bbotk] errors runtime_learners uhash
## INFO [11:10:30.525] [bbotk] 0 0.264 3930c042-f136-494a-a95e-4816577ad223
## INFO [11:10:30.528] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:30.537] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:30.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:30.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:30.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:30.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:30.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:30.961] [mlr3] Finished benchmark
## INFO [11:10:30.995] [bbotk] Result of batch 1353:
## INFO [11:10:30.997] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:30.997] [bbotk] 2 55 TRUE gini 0.5811759 0.7260173 0
## INFO [11:10:30.997] [bbotk] errors runtime_learners uhash
## INFO [11:10:30.997] [bbotk] 0 0.399 4499287a-f805-4ec6-9a4b-ad4d79ca6bea
## INFO [11:10:31.001] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:31.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:31.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:31.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:31.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:31.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:31.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:31.641] [mlr3] Finished benchmark
## INFO [11:10:31.662] [bbotk] Result of batch 1354:
## INFO [11:10:31.663] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:31.663] [bbotk] 1 10 FALSE extratrees 0.6226529 0.7218513 0
## INFO [11:10:31.663] [bbotk] errors runtime_learners uhash
## INFO [11:10:31.663] [bbotk] 0 0.598 226c3a85-a622-4a9f-a837-7d65aba681a0
## INFO [11:10:31.666] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:31.675] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:31.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:31.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:31.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:31.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:31.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:31.915] [mlr3] Finished benchmark
## INFO [11:10:31.936] [bbotk] Result of batch 1355:
## INFO [11:10:31.937] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:31.937] [bbotk] 3 439 FALSE extratrees 0.5521703 0.7129692 0
## INFO [11:10:31.937] [bbotk] errors runtime_learners uhash
## INFO [11:10:31.937] [bbotk] 0 0.208 f1bcc7fb-972e-40ed-9ece-4f25174b9b4c
## INFO [11:10:31.940] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:31.949] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:31.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:32.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:32.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:32.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:32.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:32.237] [mlr3] Finished benchmark
## INFO [11:10:32.258] [bbotk] Result of batch 1356:
## INFO [11:10:32.259] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:32.259] [bbotk] 3 243 TRUE extratrees 0.5408297 0.7324083 0
## INFO [11:10:32.259] [bbotk] errors runtime_learners uhash
## INFO [11:10:32.259] [bbotk] 0 0.264 2a99f490-72f3-4c9a-8b5a-f561ce859aa6
## INFO [11:10:32.262] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:32.271] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:32.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:32.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:32.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:32.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:32.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:32.758] [mlr3] Finished benchmark
## INFO [11:10:32.779] [bbotk] Result of batch 1357:
## INFO [11:10:32.780] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:32.780] [bbotk] 2 28 FALSE gini 0.444568 0.7386533 0
## INFO [11:10:32.780] [bbotk] errors runtime_learners uhash
## INFO [11:10:32.780] [bbotk] 0 0.454 b9ec4543-8e60-428d-b732-38456cb031e4
## INFO [11:10:32.783] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:32.792] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:32.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:32.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:33.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:33.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:33.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:33.620] [mlr3] Finished benchmark
## INFO [11:10:33.649] [bbotk] Result of batch 1358:
## INFO [11:10:33.650] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:33.650] [bbotk] 4 2 TRUE extratrees 0.4837719 0.8135015 0
## INFO [11:10:33.650] [bbotk] errors runtime_learners uhash
## INFO [11:10:33.650] [bbotk] 0 0.797 b253f755-8ac5-4a5c-b3f9-d9d146d44292
## INFO [11:10:33.654] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:33.664] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:33.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:33.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:33.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:33.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:33.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:34.003] [mlr3] Finished benchmark
## INFO [11:10:34.024] [bbotk] Result of batch 1359:
## INFO [11:10:34.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:34.025] [bbotk] 1 339 TRUE extratrees 0.9398416 0.7255421 0
## INFO [11:10:34.025] [bbotk] errors runtime_learners uhash
## INFO [11:10:34.025] [bbotk] 0 0.311 62aa2fe5-4681-4aa5-bd47-9e14c6f5a84f
## INFO [11:10:34.028] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:34.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:34.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:34.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:34.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:34.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:34.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:34.663] [mlr3] Finished benchmark
## INFO [11:10:34.684] [bbotk] Result of batch 1360:
## INFO [11:10:34.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:34.685] [bbotk] 5 25 FALSE gini 0.4242102 0.752026 0
## INFO [11:10:34.685] [bbotk] errors runtime_learners uhash
## INFO [11:10:34.685] [bbotk] 0 0.589 61376608-a7b8-4ba6-a573-1ddac6ddf748
## INFO [11:10:34.688] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:34.697] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:34.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:34.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:34.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:34.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:35.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:35.144] [mlr3] Finished benchmark
## INFO [11:10:35.166] [bbotk] Result of batch 1361:
## INFO [11:10:35.167] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:35.167] [bbotk] 2 77 TRUE gini 0.7628791 0.7261144 0
## INFO [11:10:35.167] [bbotk] errors runtime_learners uhash
## INFO [11:10:35.167] [bbotk] 0 0.418 443366a8-62aa-47fd-a4a0-bdf693a7b94e
## INFO [11:10:35.169] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:35.195] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:35.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:35.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:35.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:35.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:35.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:35.423] [mlr3] Finished benchmark
## INFO [11:10:35.445] [bbotk] Result of batch 1362:
## INFO [11:10:35.446] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:35.446] [bbotk] 4 338 TRUE extratrees 0.4624212 0.7196623 0
## INFO [11:10:35.446] [bbotk] errors runtime_learners uhash
## INFO [11:10:35.446] [bbotk] 0 0.2 9114790d-7672-456d-93c7-783f795b04dc
## INFO [11:10:35.449] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:35.458] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:35.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:35.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:35.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:35.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:36.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:36.195] [mlr3] Finished benchmark
## INFO [11:10:36.218] [bbotk] Result of batch 1363:
## INFO [11:10:36.219] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:36.219] [bbotk] 2 11 FALSE gini 0.8397667 0.8120372 0
## INFO [11:10:36.219] [bbotk] errors runtime_learners uhash
## INFO [11:10:36.219] [bbotk] 0 0.696 43fb0c82-422c-4823-ad62-05280dc9b520
## INFO [11:10:36.221] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:36.230] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:36.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:36.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:36.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:36.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:36.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:36.437] [mlr3] Finished benchmark
## INFO [11:10:36.459] [bbotk] Result of batch 1364:
## INFO [11:10:36.460] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:36.460] [bbotk] 2 266 TRUE gini 0.4367825 0.6573721 0
## INFO [11:10:36.460] [bbotk] errors runtime_learners uhash
## INFO [11:10:36.460] [bbotk] 0 0.181 007842f6-31e5-4ff6-9e1e-b74dd09b7b97
## INFO [11:10:36.463] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:36.482] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:36.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:36.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:36.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:36.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:36.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:36.794] [mlr3] Finished benchmark
## INFO [11:10:36.815] [bbotk] Result of batch 1365:
## INFO [11:10:36.816] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:36.816] [bbotk] 2 248 FALSE extratrees 0.6414669 0.7173961 0
## INFO [11:10:36.816] [bbotk] errors runtime_learners uhash
## INFO [11:10:36.816] [bbotk] 0 0.279 4d1f134a-edb2-4bd1-b503-61d7b77ecde9
## INFO [11:10:36.819] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:36.828] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:36.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:36.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:36.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:36.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:37.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:37.084] [mlr3] Finished benchmark
## INFO [11:10:37.120] [bbotk] Result of batch 1366:
## INFO [11:10:37.121] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:37.121] [bbotk] 1 359 TRUE extratrees 0.604483 0.7382618 0
## INFO [11:10:37.121] [bbotk] errors runtime_learners uhash
## INFO [11:10:37.121] [bbotk] 0 0.228 92d90226-2be8-4b08-986e-5c81190199a6
## INFO [11:10:37.125] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:37.138] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:37.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:37.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:37.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:37.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:37.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:37.338] [mlr3] Finished benchmark
## INFO [11:10:37.359] [bbotk] Result of batch 1367:
## INFO [11:10:37.360] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:37.360] [bbotk] 3 343 TRUE gini 0.4228785 0.6532537 0
## INFO [11:10:37.360] [bbotk] errors runtime_learners uhash
## INFO [11:10:37.360] [bbotk] 0 0.175 03cac19a-64cb-47c5-88e7-81d6183d5821
## INFO [11:10:37.363] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:37.372] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:37.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:37.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:37.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:37.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:37.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:37.710] [mlr3] Finished benchmark
## INFO [11:10:37.732] [bbotk] Result of batch 1368:
## INFO [11:10:37.733] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:37.733] [bbotk] 3 156 TRUE extratrees 0.4767008 0.708129 0
## INFO [11:10:37.733] [bbotk] errors runtime_learners uhash
## INFO [11:10:37.733] [bbotk] 0 0.305 c37012d6-4773-404c-b3a9-f379c85b21ed
## INFO [11:10:37.735] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:37.744] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:37.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:37.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:37.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:37.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:38.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:38.152] [mlr3] Finished benchmark
## INFO [11:10:38.174] [bbotk] Result of batch 1369:
## INFO [11:10:38.175] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:38.175] [bbotk] 1 95 FALSE extratrees 0.7487986 0.6900138 0
## INFO [11:10:38.175] [bbotk] errors runtime_learners uhash
## INFO [11:10:38.175] [bbotk] 0 0.38 ac0b9429-9ead-4a11-b8d0-131c42a92ba1
## INFO [11:10:38.177] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:38.201] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:38.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:38.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:38.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:38.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:38.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:38.619] [mlr3] Finished benchmark
## INFO [11:10:38.641] [bbotk] Result of batch 1370:
## INFO [11:10:38.642] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:38.642] [bbotk] 4 220 FALSE extratrees 0.8446493 0.6920361 0
## INFO [11:10:38.642] [bbotk] errors runtime_learners uhash
## INFO [11:10:38.642] [bbotk] 0 0.391 5d1d85f2-8c2b-4048-b4b2-e42d213e3ea1
## INFO [11:10:38.644] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:38.654] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:38.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:38.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:38.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:38.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:39.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:39.208] [mlr3] Finished benchmark
## INFO [11:10:39.230] [bbotk] Result of batch 1371:
## INFO [11:10:39.231] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:39.231] [bbotk] 1 33 FALSE extratrees 0.8193529 0.6937926 0
## INFO [11:10:39.231] [bbotk] errors runtime_learners uhash
## INFO [11:10:39.231] [bbotk] 0 0.52 a035bac5-33c2-4535-a575-2a240180fa01
## INFO [11:10:39.234] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:39.243] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:39.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:39.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:39.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:39.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:40.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:40.385] [mlr3] Finished benchmark
## INFO [11:10:40.413] [bbotk] Result of batch 1372:
## INFO [11:10:40.414] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:40.414] [bbotk] 5 14 FALSE extratrees 0.9598486 0.8010343 0
## INFO [11:10:40.414] [bbotk] errors runtime_learners uhash
## INFO [11:10:40.414] [bbotk] 0 1.113 e2cdb166-3f1c-48e5-ab85-2ddc4c1d1c29
## INFO [11:10:40.418] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:40.435] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:40.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:40.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:40.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:40.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:40.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:40.786] [mlr3] Finished benchmark
## INFO [11:10:40.807] [bbotk] Result of batch 1373:
## INFO [11:10:40.808] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:40.808] [bbotk] 5 153 FALSE gini 0.4143441 0.6989994 0
## INFO [11:10:40.808] [bbotk] errors runtime_learners uhash
## INFO [11:10:40.808] [bbotk] 0 0.321 a2fb03e5-359a-4b38-a251-d3d69b260bb1
## INFO [11:10:40.811] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:40.820] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:40.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:40.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:40.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:40.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:41.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:41.066] [mlr3] Finished benchmark
## INFO [11:10:41.094] [bbotk] Result of batch 1374:
## INFO [11:10:41.095] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:41.095] [bbotk] 5 475 FALSE gini 0.619648 0.6593143 0
## INFO [11:10:41.095] [bbotk] errors runtime_learners uhash
## INFO [11:10:41.095] [bbotk] 0 0.209 9b6b3af4-84a1-4907-baa2-2792ebdd1818
## INFO [11:10:41.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:41.115] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:41.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:41.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:41.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:41.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:41.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:41.281] [mlr3] Finished benchmark
## INFO [11:10:41.303] [bbotk] Result of batch 1375:
## INFO [11:10:41.304] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:41.304] [bbotk] 4 430 FALSE gini 0.4059436 0.4 0
## INFO [11:10:41.304] [bbotk] errors runtime_learners uhash
## INFO [11:10:41.304] [bbotk] 0 0.139 11b39ba3-16e6-4c3d-96d8-8d27de7adb40
## INFO [11:10:41.306] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:41.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:41.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:41.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:41.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:41.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:41.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:41.487] [mlr3] Finished benchmark
## INFO [11:10:41.516] [bbotk] Result of batch 1376:
## INFO [11:10:41.517] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:41.517] [bbotk] 1 372 TRUE gini 0.2922113 0.6 0
## INFO [11:10:41.517] [bbotk] errors runtime_learners uhash
## INFO [11:10:41.517] [bbotk] 0 0.138 53a22326-01ed-4b41-942c-c59bc90d3a5a
## INFO [11:10:41.521] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:41.533] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:41.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:41.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:41.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:41.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:41.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:41.688] [mlr3] Finished benchmark
## INFO [11:10:41.709] [bbotk] Result of batch 1377:
## INFO [11:10:41.710] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:41.710] [bbotk] 4 220 TRUE gini 0.2349979 0.6 0
## INFO [11:10:41.710] [bbotk] errors runtime_learners uhash
## INFO [11:10:41.710] [bbotk] 0 0.13 8ced1454-5a54-46d9-9263-f645cbc45451
## INFO [11:10:41.713] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:41.722] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:41.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:41.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:41.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:42.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:42.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:42.284] [mlr3] Finished benchmark
## INFO [11:10:42.311] [bbotk] Result of batch 1378:
## INFO [11:10:42.313] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:42.313] [bbotk] 4 53 FALSE gini 0.5782755 0.7416776 0
## INFO [11:10:42.313] [bbotk] errors runtime_learners uhash
## INFO [11:10:42.313] [bbotk] 0 0.526 e9772bbf-76ed-467d-8ec9-c68162f79c13
## INFO [11:10:42.315] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:42.324] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:42.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:42.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:42.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:42.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:42.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:42.625] [mlr3] Finished benchmark
## INFO [11:10:42.646] [bbotk] Result of batch 1379:
## INFO [11:10:42.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:42.647] [bbotk] 2 262 TRUE gini 0.7301308 0.6953695 0
## INFO [11:10:42.647] [bbotk] errors runtime_learners uhash
## INFO [11:10:42.647] [bbotk] 0 0.276 69f99fbb-71c8-494f-9303-8fc9f8b5546d
## INFO [11:10:42.650] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:42.660] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:42.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:42.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:42.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:42.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:42.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:42.914] [mlr3] Finished benchmark
## INFO [11:10:42.936] [bbotk] Result of batch 1380:
## INFO [11:10:42.937] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:42.937] [bbotk] 4 390 FALSE gini 0.6507125 0.6593143 0
## INFO [11:10:42.937] [bbotk] errors runtime_learners uhash
## INFO [11:10:42.937] [bbotk] 0 0.212 823a3079-2983-4042-b2d5-b226b083c71a
## INFO [11:10:42.939] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:42.949] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:42.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:43.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:43.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:43.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:43.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:43.207] [mlr3] Finished benchmark
## INFO [11:10:43.228] [bbotk] Result of batch 1381:
## INFO [11:10:43.229] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:43.229] [bbotk] 3 353 FALSE gini 0.6986682 0.6955206 0
## INFO [11:10:43.229] [bbotk] errors runtime_learners uhash
## INFO [11:10:43.229] [bbotk] 0 0.233 77b1cd39-bee3-4b7e-bd2a-1642ff100553
## INFO [11:10:43.232] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:43.254] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:43.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:43.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:43.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:43.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:43.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:43.645] [mlr3] Finished benchmark
## INFO [11:10:43.667] [bbotk] Result of batch 1382:
## INFO [11:10:43.668] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:43.668] [bbotk] 1 273 TRUE extratrees 0.9919231 0.7136691 0
## INFO [11:10:43.668] [bbotk] errors runtime_learners uhash
## INFO [11:10:43.668] [bbotk] 0 0.355 5eb0ffab-1d9f-4d92-8278-27ab17f018fd
## INFO [11:10:43.670] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:43.680] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:43.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:43.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:43.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:43.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:43.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:43.941] [mlr3] Finished benchmark
## INFO [11:10:43.976] [bbotk] Result of batch 1383:
## INFO [11:10:43.977] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:43.977] [bbotk] 4 313 FALSE extratrees 0.5364317 0.7250642 0
## INFO [11:10:43.977] [bbotk] errors runtime_learners uhash
## INFO [11:10:43.977] [bbotk] 0 0.238 8f8b1fe1-c480-469e-929c-5ddbc7ab28d8
## INFO [11:10:43.982] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:43.998] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:44.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:44.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:44.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:44.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:44.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:44.272] [mlr3] Finished benchmark
## INFO [11:10:44.294] [bbotk] Result of batch 1384:
## INFO [11:10:44.295] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:44.295] [bbotk] 2 212 FALSE gini 0.4406353 0.6896784 0
## INFO [11:10:44.295] [bbotk] errors runtime_learners uhash
## INFO [11:10:44.295] [bbotk] 0 0.245 7068bacf-28fb-4acd-ab82-fae699d48b51
## INFO [11:10:44.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:44.307] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:44.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:44.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:44.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:44.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:44.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:44.748] [mlr3] Finished benchmark
## INFO [11:10:44.776] [bbotk] Result of batch 1385:
## INFO [11:10:44.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:44.777] [bbotk] 3 110 TRUE extratrees 0.6337666 0.6841737 0
## INFO [11:10:44.777] [bbotk] errors runtime_learners uhash
## INFO [11:10:44.777] [bbotk] 0 0.408 318cca6a-c1ea-490a-b853-c5f8a20cb636
## INFO [11:10:44.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:44.795] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:44.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:44.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:44.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:44.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:45.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:45.090] [mlr3] Finished benchmark
## INFO [11:10:45.111] [bbotk] Result of batch 1386:
## INFO [11:10:45.112] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:45.112] [bbotk] 4 462 FALSE extratrees 0.9276379 0.7306065 0
## INFO [11:10:45.112] [bbotk] errors runtime_learners uhash
## INFO [11:10:45.112] [bbotk] 0 0.27 6cfa9c68-c745-4014-bb24-fa3c5e1c03e9
## INFO [11:10:45.115] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:45.124] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:45.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:45.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:45.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:45.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:45.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:45.332] [mlr3] Finished benchmark
## INFO [11:10:45.358] [bbotk] Result of batch 1387:
## INFO [11:10:45.359] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:45.359] [bbotk] 3 313 FALSE gini 0.1611347 0.6 0
## INFO [11:10:45.359] [bbotk] errors runtime_learners uhash
## INFO [11:10:45.359] [bbotk] 0 0.173 f08491d5-a664-4b46-a5d2-e9d1aec0c237
## INFO [11:10:45.362] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:45.371] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:45.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:45.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:45.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:45.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:45.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:45.778] [mlr3] Finished benchmark
## INFO [11:10:45.800] [bbotk] Result of batch 1388:
## INFO [11:10:45.801] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:45.801] [bbotk] 2 116 FALSE gini 0.9376139 0.7123588 0
## INFO [11:10:45.801] [bbotk] errors runtime_learners uhash
## INFO [11:10:45.801] [bbotk] 0 0.382 c0ba57a8-a880-4cfe-9125-071de7c09e10
## INFO [11:10:45.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:45.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:45.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:45.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:45.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:46.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:46.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:46.121] [mlr3] Finished benchmark
## INFO [11:10:46.143] [bbotk] Result of batch 1389:
## INFO [11:10:46.144] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:46.144] [bbotk] 1 219 TRUE gini 0.6635176 0.6898627 0
## INFO [11:10:46.144] [bbotk] errors runtime_learners uhash
## INFO [11:10:46.144] [bbotk] 0 0.262 4f09b537-1288-4e7f-80dd-c080dd7fbeef
## INFO [11:10:46.146] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:46.155] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:46.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:46.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:46.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:46.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:46.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:46.651] [mlr3] Finished benchmark
## INFO [11:10:46.680] [bbotk] Result of batch 1390:
## INFO [11:10:46.681] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:46.681] [bbotk] 2 106 FALSE extratrees 0.9585791 0.6861918 0
## INFO [11:10:46.681] [bbotk] errors runtime_learners uhash
## INFO [11:10:46.681] [bbotk] 0 0.468 3cfa6402-3a48-4d15-9ece-dfb89810abae
## INFO [11:10:46.685] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:46.702] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:46.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:46.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:46.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:46.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:47.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:47.133] [mlr3] Finished benchmark
## INFO [11:10:47.155] [bbotk] Result of batch 1391:
## INFO [11:10:47.156] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:47.156] [bbotk] 3 173 TRUE extratrees 0.8051805 0.6900159 0
## INFO [11:10:47.156] [bbotk] errors runtime_learners uhash
## INFO [11:10:47.156] [bbotk] 0 0.402 bef9e845-7b90-40a6-81f3-e69146ef405a
## INFO [11:10:47.158] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:47.168] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:47.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:47.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:47.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:47.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:47.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:47.609] [mlr3] Finished benchmark
## INFO [11:10:47.636] [bbotk] Result of batch 1392:
## INFO [11:10:47.637] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:47.637] [bbotk] 2 58 FALSE gini 0.5268278 0.7204211 0
## INFO [11:10:47.637] [bbotk] errors runtime_learners uhash
## INFO [11:10:47.637] [bbotk] 0 0.405 fdf065a6-5f68-44f1-a84d-656873efa25f
## INFO [11:10:47.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:47.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:47.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:47.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:47.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:47.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:47.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:47.856] [mlr3] Finished benchmark
## INFO [11:10:47.878] [bbotk] Result of batch 1393:
## INFO [11:10:47.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:47.879] [bbotk] 1 312 TRUE gini 0.5173716 0.6707449 0
## INFO [11:10:47.879] [bbotk] errors runtime_learners uhash
## INFO [11:10:47.879] [bbotk] 0 0.181 b571c980-8912-4538-bda4-ffe4305a939f
## INFO [11:10:47.882] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:47.903] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:47.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:47.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:47.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:48.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:48.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:48.122] [mlr3] Finished benchmark
## INFO [11:10:48.144] [bbotk] Result of batch 1394:
## INFO [11:10:48.145] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:48.145] [bbotk] 1 437 FALSE gini 0.7230686 0.6647814 0
## INFO [11:10:48.145] [bbotk] errors runtime_learners uhash
## INFO [11:10:48.145] [bbotk] 0 0.182 93d23ce9-9ff6-4c07-aa2f-63445d09bd89
## INFO [11:10:48.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:48.157] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:48.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:48.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:48.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:48.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:48.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:48.503] [mlr3] Finished benchmark
## INFO [11:10:48.531] [bbotk] Result of batch 1395:
## INFO [11:10:48.532] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:48.532] [bbotk] 1 141 TRUE extratrees 0.5573781 0.7085934 0
## INFO [11:10:48.532] [bbotk] errors runtime_learners uhash
## INFO [11:10:48.532] [bbotk] 0 0.313 9d75dc55-c9ee-4384-a750-458255ca9856
## INFO [11:10:48.536] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:48.554] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:48.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:48.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:48.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:48.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:48.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:48.730] [mlr3] Finished benchmark
## INFO [11:10:48.752] [bbotk] Result of batch 1396:
## INFO [11:10:48.753] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:48.753] [bbotk] 5 460 FALSE extratrees 0.2534478 0.4 0
## INFO [11:10:48.753] [bbotk] errors runtime_learners uhash
## INFO [11:10:48.753] [bbotk] 0 0.15 8d1e9cf9-52be-48d3-b576-dc9418338104
## INFO [11:10:48.755] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:48.765] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:48.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:48.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:48.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:48.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:49.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:49.091] [mlr3] Finished benchmark
## INFO [11:10:49.118] [bbotk] Result of batch 1397:
## INFO [11:10:49.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:49.119] [bbotk] 5 380 FALSE gini 0.891599 0.7277155 0
## INFO [11:10:49.119] [bbotk] errors runtime_learners uhash
## INFO [11:10:49.119] [bbotk] 0 0.285 68a889ee-dd25-459e-b4cc-47d13598e734
## INFO [11:10:49.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:49.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:49.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:49.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:49.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:49.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:49.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:49.368] [mlr3] Finished benchmark
## INFO [11:10:49.391] [bbotk] Result of batch 1398:
## INFO [11:10:49.392] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:49.392] [bbotk] 3 475 FALSE gini 0.8906154 0.6953022 0
## INFO [11:10:49.392] [bbotk] errors runtime_learners uhash
## INFO [11:10:49.392] [bbotk] 0 0.209 aacfee36-ddb0-4103-9855-152ba5117fc2
## INFO [11:10:49.395] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:49.418] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:49.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:49.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:49.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:49.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:49.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:49.593] [mlr3] Finished benchmark
## INFO [11:10:49.615] [bbotk] Result of batch 1399:
## INFO [11:10:49.616] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:49.616] [bbotk] 1 402 TRUE gini 0.2131425 0.6 0
## INFO [11:10:49.616] [bbotk] errors runtime_learners uhash
## INFO [11:10:49.616] [bbotk] 0 0.139 27385db8-546b-4ae2-b13d-570a2416ab62
## INFO [11:10:49.619] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:49.628] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:49.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:49.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:49.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:49.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:50.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:50.131] [mlr3] Finished benchmark
## INFO [11:10:50.160] [bbotk] Result of batch 1400:
## INFO [11:10:50.162] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:50.162] [bbotk] 5 171 TRUE gini 0.7842874 0.7104378 0
## INFO [11:10:50.162] [bbotk] errors runtime_learners uhash
## INFO [11:10:50.162] [bbotk] 0 0.472 86739cfa-7cdb-4f8a-8e08-ba5d24aa4c41
## INFO [11:10:50.166] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:50.181] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:50.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:50.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:50.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:50.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:50.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:50.454] [mlr3] Finished benchmark
## INFO [11:10:50.476] [bbotk] Result of batch 1401:
## INFO [11:10:50.477] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:50.477] [bbotk] 3 115 FALSE gini 0.2345166 0.6880255 0
## INFO [11:10:50.477] [bbotk] errors runtime_learners uhash
## INFO [11:10:50.477] [bbotk] 0 0.248 6d767aa9-475b-4f77-b1c7-31935a5958bf
## INFO [11:10:50.480] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:50.489] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:50.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:50.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:50.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:50.655] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:50.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:50.755] [mlr3] Finished benchmark
## INFO [11:10:50.777] [bbotk] Result of batch 1402:
## INFO [11:10:50.778] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:50.778] [bbotk] 3 414 TRUE gini 0.7135303 0.667225 0
## INFO [11:10:50.778] [bbotk] errors runtime_learners uhash
## INFO [11:10:50.778] [bbotk] 0 0.227 ad573c38-e11e-4830-b0b4-1d5f26052231
## INFO [11:10:50.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:50.790] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:50.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:50.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:50.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:50.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:51.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:51.126] [mlr3] Finished benchmark
## INFO [11:10:51.161] [bbotk] Result of batch 1403:
## INFO [11:10:51.163] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:51.163] [bbotk] 2 280 TRUE extratrees 0.8008421 0.7172883 0
## INFO [11:10:51.163] [bbotk] errors runtime_learners uhash
## INFO [11:10:51.163] [bbotk] 0 0.31 c7288b80-a64d-4868-bbcc-e6e0013b0bd0
## INFO [11:10:51.167] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:51.184] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:51.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:51.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:51.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:51.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:51.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:51.394] [mlr3] Finished benchmark
## INFO [11:10:51.416] [bbotk] Result of batch 1404:
## INFO [11:10:51.417] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:51.417] [bbotk] 5 309 TRUE extratrees 0.3608988 0.6990107 0
## INFO [11:10:51.417] [bbotk] errors runtime_learners uhash
## INFO [11:10:51.417] [bbotk] 0 0.179 2f1411d4-78fe-4d13-9d85-117361f14fae
## INFO [11:10:51.420] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:51.429] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:51.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:51.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:51.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:51.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:51.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:51.752] [mlr3] Finished benchmark
## INFO [11:10:51.777] [bbotk] Result of batch 1405:
## INFO [11:10:51.778] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:51.778] [bbotk] 2 310 FALSE extratrees 0.7728065 0.7214344 0
## INFO [11:10:51.778] [bbotk] errors runtime_learners uhash
## INFO [11:10:51.778] [bbotk] 0 0.288 dcf78812-dc30-447c-a708-e6adfbf374b6
## INFO [11:10:51.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:51.790] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:51.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:51.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:51.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:52.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:52.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:52.155] [mlr3] Finished benchmark
## INFO [11:10:52.185] [bbotk] Result of batch 1406:
## INFO [11:10:52.186] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:52.186] [bbotk] 4 399 TRUE extratrees 0.9587214 0.7155701 0
## INFO [11:10:52.186] [bbotk] errors runtime_learners uhash
## INFO [11:10:52.186] [bbotk] 0 0.341 4f442400-6dec-493a-8b6f-915cb54571ab
## INFO [11:10:52.191] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:52.208] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:52.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:52.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:52.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:52.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:52.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:52.631] [mlr3] Finished benchmark
## INFO [11:10:52.653] [bbotk] Result of batch 1407:
## INFO [11:10:52.654] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:52.654] [bbotk] 1 52 TRUE gini 0.694031 0.7204211 0
## INFO [11:10:52.654] [bbotk] errors runtime_learners uhash
## INFO [11:10:52.654] [bbotk] 0 0.392 15ac17eb-2fac-4d9b-8130-3b47431f07bf
## INFO [11:10:52.657] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:52.666] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:52.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:52.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:52.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:52.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:52.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:53.042] [mlr3] Finished benchmark
## INFO [11:10:53.071] [bbotk] Result of batch 1408:
## INFO [11:10:53.072] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:53.072] [bbotk] 2 79 FALSE extratrees 0.2657255 0.711951 0
## INFO [11:10:53.072] [bbotk] errors runtime_learners uhash
## INFO [11:10:53.072] [bbotk] 0 0.341 cb7945b4-d123-4e59-a2d7-aa389d74b5ba
## INFO [11:10:53.076] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:53.090] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:53.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:53.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:53.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:53.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:53.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:53.357] [mlr3] Finished benchmark
## INFO [11:10:53.379] [bbotk] Result of batch 1409:
## INFO [11:10:53.380] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:53.380] [bbotk] 1 206 FALSE extratrees 0.3822826 0.7325167 0
## INFO [11:10:53.380] [bbotk] errors runtime_learners uhash
## INFO [11:10:53.380] [bbotk] 0 0.238 3097fd55-f5a0-4358-86c9-1aff4edc613f
## INFO [11:10:53.383] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:53.392] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:53.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:53.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:53.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:53.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:53.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:53.666] [mlr3] Finished benchmark
## INFO [11:10:53.695] [bbotk] Result of batch 1410:
## INFO [11:10:53.696] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:53.696] [bbotk] 2 421 FALSE extratrees 0.6707174 0.7306476 0
## INFO [11:10:53.696] [bbotk] errors runtime_learners uhash
## INFO [11:10:53.696] [bbotk] 0 0.232 c143370c-5935-4acc-ba91-9aba3a42aaf7
## INFO [11:10:53.701] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:53.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:53.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:53.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:53.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:53.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:53.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:53.888] [mlr3] Finished benchmark
## INFO [11:10:53.910] [bbotk] Result of batch 1411:
## INFO [11:10:53.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:53.911] [bbotk] 4 411 FALSE extratrees 0.2479521 0.4 0
## INFO [11:10:53.911] [bbotk] errors runtime_learners uhash
## INFO [11:10:53.911] [bbotk] 0 0.151 877cacad-0c9c-499b-96e3-5f76ab12fe2a
## INFO [11:10:53.914] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:53.923] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:53.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:53.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:54.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:54.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:54.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:54.251] [mlr3] Finished benchmark
## INFO [11:10:54.281] [bbotk] Result of batch 1412:
## INFO [11:10:54.282] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:54.282] [bbotk] 4 214 FALSE gini 0.453968 0.6971735 0
## INFO [11:10:54.282] [bbotk] errors runtime_learners uhash
## INFO [11:10:54.282] [bbotk] 0 0.283 7f8b9023-e4a5-4879-89d4-5364457fd2b7
## INFO [11:10:54.285] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:54.295] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:54.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:54.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:54.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:54.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:54.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:54.477] [mlr3] Finished benchmark
## INFO [11:10:54.499] [bbotk] Result of batch 1413:
## INFO [11:10:54.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:54.500] [bbotk] 1 372 FALSE extratrees 0.1603983 0.4 0
## INFO [11:10:54.500] [bbotk] errors runtime_learners uhash
## INFO [11:10:54.500] [bbotk] 0 0.158 f5e88f7b-a873-49d9-a3fe-2c0a5a151c39
## INFO [11:10:54.502] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:54.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:54.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:54.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:54.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:54.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:54.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:54.936] [mlr3] Finished benchmark
## INFO [11:10:54.962] [bbotk] Result of batch 1414:
## INFO [11:10:54.963] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:54.963] [bbotk] 3 101 FALSE gini 0.4730385 0.7087984 0
## INFO [11:10:54.963] [bbotk] errors runtime_learners uhash
## INFO [11:10:54.963] [bbotk] 0 0.379 3934e7bb-11dd-4414-8bc2-4b4e60a6a1ee
## INFO [11:10:54.966] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:54.975] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:54.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:55.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:55.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:55.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:55.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:55.368] [mlr3] Finished benchmark
## INFO [11:10:55.390] [bbotk] Result of batch 1415:
## INFO [11:10:55.391] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:55.391] [bbotk] 5 3 TRUE gini 0.1155075 0.7465135 0
## INFO [11:10:55.391] [bbotk] errors runtime_learners uhash
## INFO [11:10:55.391] [bbotk] 0 0.365 f13e18dc-7544-464b-9dfa-8ca39c73157c
## INFO [11:10:55.404] [bbotk] Finished optimizing after 1415 evaluation(s)
## INFO [11:10:55.405] [bbotk] Result:
## INFO [11:10:55.406] [bbotk] mtry min.node.size replace splitrule sample.fraction learner_param_vals
## INFO [11:10:55.406] [bbotk] 4 2 TRUE extratrees 0.8308222 <list[7]>
## INFO [11:10:55.406] [bbotk] x_domain classif.recall
## INFO [11:10:55.406] [bbotk] <list[5]> 0.8318571RS_instance$result$learner_param_vals## [[1]]
## [[1]]$num.threads
## [1] 1
##
## [[1]]$num.trees
## [1] 500
##
## [[1]]$mtry
## [1] 4
##
## [[1]]$min.node.size
## [1] 2
##
## [[1]]$replace
## [1] TRUE
##
## [[1]]$splitrule
## [1] "extratrees"
##
## [[1]]$sample.fraction
## [1] 0.8308222Grid search
GS_instance = tune(tuner = tnr("grid_search", resolution = 5),
task = smote_hp_task, learner = learner_classif,
resampling = rsmp("cv", folds = 5),
measures = msr("classif.recall"),
terminator = trm("run_time", secs = max_search_time))## INFO [11:10:55.693] [bbotk] Starting to optimize 5 parameter(s) with '<TunerGridSearch>' and '<TerminatorRunTime> [secs=500]'
## INFO [11:10:55.694] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:55.703] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:55.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:55.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:55.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:55.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:55.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:56.056] [mlr3] Finished benchmark
## INFO [11:10:56.073] [bbotk] Result of batch 1:
## INFO [11:10:56.075] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:56.075] [bbotk] 2 125 TRUE gini 0.55 0.7089717 0
## INFO [11:10:56.075] [bbotk] errors runtime_learners uhash
## INFO [11:10:56.075] [bbotk] 0 0.326 0e80ddf9-7669-4c0e-b678-ca24a57f29d1
## INFO [11:10:56.075] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:56.093] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:56.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:56.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:56.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:56.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:56.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:56.411] [mlr3] Finished benchmark
## INFO [11:10:56.423] [bbotk] Result of batch 2:
## INFO [11:10:56.424] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:56.424] [bbotk] 5 375 FALSE extratrees 0.775 0.723463 0
## INFO [11:10:56.424] [bbotk] errors runtime_learners uhash
## INFO [11:10:56.424] [bbotk] 0 0.288 e02f7072-a461-40bb-a30f-8c55e0a5662b
## INFO [11:10:56.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:56.433] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:56.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:56.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:56.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:56.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:57.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:57.327] [mlr3] Finished benchmark
## INFO [11:10:57.341] [bbotk] Result of batch 3:
## INFO [11:10:57.341] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:57.341] [bbotk] 2 1 FALSE extratrees 0.55 0.8235997 0
## INFO [11:10:57.341] [bbotk] errors runtime_learners uhash
## INFO [11:10:57.341] [bbotk] 0 0.858 4df6589f-1097-4bdc-8f34-3bb8312f1b6c
## INFO [11:10:57.342] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:57.351] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:57.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:57.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:57.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:57.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:57.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:57.520] [mlr3] Finished benchmark
## INFO [11:10:57.539] [bbotk] Result of batch 4:
## INFO [11:10:57.540] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:57.540] [bbotk] 2 250 TRUE extratrees 0.1 0.4 0
## INFO [11:10:57.540] [bbotk] errors runtime_learners uhash
## INFO [11:10:57.540] [bbotk] 0 0.144 a1cea029-39a4-4f58-b47e-a8bcaeb4d0a3
## INFO [11:10:57.541] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:57.558] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:57.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:57.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:57.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:57.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:57.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:57.863] [mlr3] Finished benchmark
## INFO [11:10:57.874] [bbotk] Result of batch 5:
## INFO [11:10:57.875] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:57.875] [bbotk] 4 500 FALSE extratrees 1 0.725286 0
## INFO [11:10:57.875] [bbotk] errors runtime_learners uhash
## INFO [11:10:57.875] [bbotk] 0 0.273 b3ad1c01-6392-43a9-8bee-44114ed4406b
## INFO [11:10:57.875] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:57.885] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:57.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:57.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:58.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:58.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:58.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:58.292] [mlr3] Finished benchmark
## INFO [11:10:58.310] [bbotk] Result of batch 6:
## INFO [11:10:58.312] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:58.312] [bbotk] 4 250 TRUE extratrees 0.775 0.69597 0
## INFO [11:10:58.312] [bbotk] errors runtime_learners uhash
## INFO [11:10:58.312] [bbotk] 0 0.368 ebd3d31e-52a7-42e7-9fc3-0c1f43ddb5c0
## INFO [11:10:58.312] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:58.328] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:58.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:58.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:58.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:58.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:58.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:58.660] [mlr3] Finished benchmark
## INFO [11:10:58.672] [bbotk] Result of batch 7:
## INFO [11:10:58.673] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:58.673] [bbotk] 1 250 FALSE extratrees 1 0.6996112 0
## INFO [11:10:58.673] [bbotk] errors runtime_learners uhash
## INFO [11:10:58.673] [bbotk] 0 0.307 766a3ef9-fa3f-43ef-b2cc-e20e1f6e3981
## INFO [11:10:58.673] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:58.693] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:58.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:58.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:58.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:58.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:59.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:59.143] [mlr3] Finished benchmark
## INFO [11:10:59.155] [bbotk] Result of batch 8:
## INFO [11:10:59.156] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:59.156] [bbotk] 5 375 TRUE extratrees 1 0.6977882 0
## INFO [11:10:59.156] [bbotk] errors runtime_learners uhash
## INFO [11:10:59.156] [bbotk] 0 0.413 bdabb315-39dd-45c5-91c3-d03f0c7433a0
## INFO [11:10:59.156] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:59.165] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:59.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:59.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:59.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:59.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:59.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:59.354] [mlr3] Finished benchmark
## INFO [11:10:59.380] [bbotk] Result of batch 9:
## INFO [11:10:59.381] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:59.381] [bbotk] 5 250 FALSE gini 0.1 0.4 0
## INFO [11:10:59.381] [bbotk] errors runtime_learners uhash
## INFO [11:10:59.381] [bbotk] 0 0.165 f107fc96-d712-4215-b975-b410872a4f5f
## INFO [11:10:59.382] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:59.400] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:59.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:59.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:59.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:59.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:59.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:59.568] [mlr3] Finished benchmark
## INFO [11:10:59.579] [bbotk] Result of batch 10:
## INFO [11:10:59.580] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:10:59.580] [bbotk] 1 500 TRUE gini 0.55 0.6 0
## INFO [11:10:59.580] [bbotk] errors runtime_learners uhash
## INFO [11:10:59.580] [bbotk] 0 0.134 cd1ee9eb-1f17-42c6-9d0b-d005fcd68f34
## INFO [11:10:59.581] [bbotk] Evaluating 1 configuration(s)
## INFO [11:10:59.590] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:10:59.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:10:59.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:10:59.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:10:59.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:10:59.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:10:59.993] [mlr3] Finished benchmark
## INFO [11:11:00.011] [bbotk] Result of batch 11:
## INFO [11:11:00.012] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:00.012] [bbotk] 2 1 FALSE gini 0.1 0.7276338 0
## INFO [11:11:00.012] [bbotk] errors runtime_learners uhash
## INFO [11:11:00.012] [bbotk] 0 0.368 971ea68c-f197-4d78-901e-efe425158105
## INFO [11:11:00.013] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:00.030] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:00.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:00.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:00.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:00.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:00.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:00.311] [mlr3] Finished benchmark
## INFO [11:11:00.324] [bbotk] Result of batch 12:
## INFO [11:11:00.324] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:00.324] [bbotk] 2 250 TRUE extratrees 0.55 0.7366706 0
## INFO [11:11:00.324] [bbotk] errors runtime_learners uhash
## INFO [11:11:00.324] [bbotk] 0 0.256 7cb75114-580a-4a36-84f7-2f9f705375c6
## INFO [11:11:00.325] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:00.344] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:00.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:00.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:00.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:00.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:00.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:00.558] [mlr3] Finished benchmark
## INFO [11:11:00.571] [bbotk] Result of batch 13:
## INFO [11:11:00.572] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:00.572] [bbotk] 2 375 FALSE gini 0.1 0.4 0
## INFO [11:11:00.572] [bbotk] errors runtime_learners uhash
## INFO [11:11:00.572] [bbotk] 0 0.178 e9cee494-9381-468f-bc20-508311034761
## INFO [11:11:00.573] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:00.582] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:00.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:00.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:00.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:00.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:01.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:01.209] [mlr3] Finished benchmark
## INFO [11:11:01.229] [bbotk] Result of batch 14:
## INFO [11:11:01.230] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:01.230] [bbotk] 1 1 TRUE extratrees 0.325 0.7421251 0
## INFO [11:11:01.230] [bbotk] errors runtime_learners uhash
## INFO [11:11:01.230] [bbotk] 0 0.592 c5cd66aa-d5f0-49ba-a95e-6a868370b1ab
## INFO [11:11:01.230] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:01.245] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:01.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:01.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:01.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:01.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:01.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:01.401] [mlr3] Finished benchmark
## INFO [11:11:01.422] [bbotk] Result of batch 15:
## INFO [11:11:01.423] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:01.423] [bbotk] 1 500 FALSE gini 0.55 0.6 0
## INFO [11:11:01.423] [bbotk] errors runtime_learners uhash
## INFO [11:11:01.423] [bbotk] 0 0.133 48924d0c-b942-4f9b-8a41-c50a3ab15d1d
## INFO [11:11:01.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:01.444] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:01.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:01.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:01.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:01.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:01.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:01.724] [mlr3] Finished benchmark
## INFO [11:11:01.736] [bbotk] Result of batch 16:
## INFO [11:11:01.737] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:01.737] [bbotk] 2 500 TRUE extratrees 0.775 0.729192 0
## INFO [11:11:01.737] [bbotk] errors runtime_learners uhash
## INFO [11:11:01.737] [bbotk] 0 0.242 bba79c15-8173-408f-9110-26bb32a946b9
## INFO [11:11:01.738] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:01.747] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:01.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:01.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:01.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:01.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:01.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:01.983] [mlr3] Finished benchmark
## INFO [11:11:02.003] [bbotk] Result of batch 17:
## INFO [11:11:02.004] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:02.004] [bbotk] 2 500 TRUE gini 0.775 0.6534417 0
## INFO [11:11:02.004] [bbotk] errors runtime_learners uhash
## INFO [11:11:02.004] [bbotk] 0 0.204 60340963-1abc-448f-afc7-4fed960b87f8
## INFO [11:11:02.008] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:02.027] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:02.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:02.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:02.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:02.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:02.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:02.518] [mlr3] Finished benchmark
## INFO [11:11:02.546] [bbotk] Result of batch 18:
## INFO [11:11:02.548] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:02.548] [bbotk] 1 1 TRUE gini 0.325 0.7679372 0
## INFO [11:11:02.548] [bbotk] errors runtime_learners uhash
## INFO [11:11:02.548] [bbotk] 0 0.462 3b853759-7b77-411f-a825-88b12d27b8dd
## INFO [11:11:02.549] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:02.567] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:02.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:02.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:03.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:03.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:03.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:03.754] [mlr3] Finished benchmark
## INFO [11:11:03.775] [bbotk] Result of batch 19:
## INFO [11:11:03.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:03.777] [bbotk] 5 1 FALSE gini 0.775 0.82333 0
## INFO [11:11:03.777] [bbotk] errors runtime_learners uhash
## INFO [11:11:03.777] [bbotk] 0 1.153 bd763409-cb0e-4add-9b95-6a6b60a4ba2c
## INFO [11:11:03.778] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:03.795] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:03.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:03.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:03.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:03.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:03.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:04.001] [mlr3] Finished benchmark
## INFO [11:11:04.013] [bbotk] Result of batch 20:
## INFO [11:11:04.014] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:04.014] [bbotk] 3 125 FALSE extratrees 0.1 0.8 0
## INFO [11:11:04.014] [bbotk] errors runtime_learners uhash
## INFO [11:11:04.014] [bbotk] 0 0.169 30c69f78-0a8a-480a-878a-139a0eb1a4eb
## INFO [11:11:04.014] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:04.024] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:04.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:04.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:04.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:04.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:04.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:04.255] [mlr3] Finished benchmark
## INFO [11:11:04.275] [bbotk] Result of batch 21:
## INFO [11:11:04.276] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:04.276] [bbotk] 3 375 TRUE gini 0.55 0.6496681 0
## INFO [11:11:04.276] [bbotk] errors runtime_learners uhash
## INFO [11:11:04.276] [bbotk] 0 0.196 a0da28d6-02bd-4131-9b86-eb7873055dd3
## INFO [11:11:04.277] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:04.293] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:04.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:04.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:04.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:04.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:04.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:04.453] [mlr3] Finished benchmark
## INFO [11:11:04.466] [bbotk] Result of batch 22:
## INFO [11:11:04.466] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:04.466] [bbotk] 4 250 TRUE extratrees 0.1 0.8 0
## INFO [11:11:04.466] [bbotk] errors runtime_learners uhash
## INFO [11:11:04.466] [bbotk] 0 0.134 2a3399f7-d30a-46de-a611-68ecf07b9b3f
## INFO [11:11:04.467] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:04.493] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:04.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:04.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:04.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:04.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:04.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:04.861] [mlr3] Finished benchmark
## INFO [11:11:04.873] [bbotk] Result of batch 23:
## INFO [11:11:04.873] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:04.873] [bbotk] 4 250 FALSE gini 0.775 0.7283242 0
## INFO [11:11:04.873] [bbotk] errors runtime_learners uhash
## INFO [11:11:04.873] [bbotk] 0 0.332 601823de-4acb-4161-a47a-81d4db6a265f
## INFO [11:11:04.874] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:04.883] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:04.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:04.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:04.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:05.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:05.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:05.091] [mlr3] Finished benchmark
## INFO [11:11:05.110] [bbotk] Result of batch 24:
## INFO [11:11:05.111] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:05.111] [bbotk] 3 250 FALSE extratrees 0.1 0.6 0
## INFO [11:11:05.111] [bbotk] errors runtime_learners uhash
## INFO [11:11:05.111] [bbotk] 0 0.175 66d0c74b-9268-4d83-8ef9-c526f3d6e494
## INFO [11:11:05.112] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:05.127] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:05.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:05.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:05.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:05.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:05.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:06.087] [mlr3] Finished benchmark
## INFO [11:11:06.107] [bbotk] Result of batch 25:
## INFO [11:11:06.108] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:06.108] [bbotk] 3 1 FALSE extratrees 0.55 0.8307496 0
## INFO [11:11:06.108] [bbotk] errors runtime_learners uhash
## INFO [11:11:06.108] [bbotk] 0 0.888 22138089-3845-4388-a007-76e1f4fa1a28
## INFO [11:11:06.109] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:06.126] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:06.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:06.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:06.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:06.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:06.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:06.385] [mlr3] Finished benchmark
## INFO [11:11:06.397] [bbotk] Result of batch 26:
## INFO [11:11:06.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:06.398] [bbotk] 1 375 TRUE gini 0.775 0.6887563 0
## INFO [11:11:06.398] [bbotk] errors runtime_learners uhash
## INFO [11:11:06.398] [bbotk] 0 0.228 55646dc7-1aa1-4512-8bbd-d149e18eff32
## INFO [11:11:06.399] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:06.408] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:06.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:06.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:06.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:06.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:06.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:06.622] [mlr3] Finished benchmark
## INFO [11:11:06.641] [bbotk] Result of batch 27:
## INFO [11:11:06.642] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:06.642] [bbotk] 3 500 FALSE extratrees 0.1 0.6 0
## INFO [11:11:06.642] [bbotk] errors runtime_learners uhash
## INFO [11:11:06.642] [bbotk] 0 0.181 a0b402ef-862c-4ad4-8fdd-a5c8bb20172a
## INFO [11:11:06.643] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:06.660] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:06.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:06.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:06.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:06.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:06.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:06.962] [mlr3] Finished benchmark
## INFO [11:11:06.975] [bbotk] Result of batch 28:
## INFO [11:11:06.975] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:06.975] [bbotk] 4 250 FALSE extratrees 0.55 0.7198267 0
## INFO [11:11:06.975] [bbotk] errors runtime_learners uhash
## INFO [11:11:06.975] [bbotk] 0 0.276 2c0c09be-37fc-4c60-ba20-f97b4266c26b
## INFO [11:11:06.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:06.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:06.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:07.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:07.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:07.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:07.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:07.201] [mlr3] Finished benchmark
## INFO [11:11:07.221] [bbotk] Result of batch 29:
## INFO [11:11:07.222] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:07.222] [bbotk] 3 250 FALSE gini 0.1 0.6 0
## INFO [11:11:07.222] [bbotk] errors runtime_learners uhash
## INFO [11:11:07.222] [bbotk] 0 0.174 53dbdbc4-66ff-4730-af0f-a07e67d448f4
## INFO [11:11:07.223] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:07.240] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:07.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:07.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:07.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:07.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:07.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:07.415] [mlr3] Finished benchmark
## INFO [11:11:07.428] [bbotk] Result of batch 30:
## INFO [11:11:07.428] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:07.428] [bbotk] 3 375 FALSE extratrees 0.325 0.6 0
## INFO [11:11:07.428] [bbotk] errors runtime_learners uhash
## INFO [11:11:07.428] [bbotk] 0 0.145 514fe64c-62b3-4161-969f-25c084ec01a5
## INFO [11:11:07.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:07.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:07.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:07.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:07.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:07.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:07.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:07.873] [mlr3] Finished benchmark
## INFO [11:11:07.892] [bbotk] Result of batch 31:
## INFO [11:11:07.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:07.893] [bbotk] 2 125 FALSE extratrees 0.775 0.6886239 0
## INFO [11:11:07.893] [bbotk] errors runtime_learners uhash
## INFO [11:11:07.893] [bbotk] 0 0.39 03ac5f88-29fd-453f-a7c0-d47d26cf374f
## INFO [11:11:07.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:07.911] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:07.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:07.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:07.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:08.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:08.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:08.062] [mlr3] Finished benchmark
## INFO [11:11:08.074] [bbotk] Result of batch 32:
## INFO [11:11:08.075] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:08.075] [bbotk] 3 500 TRUE extratrees 0.55 0.6 0
## INFO [11:11:08.075] [bbotk] errors runtime_learners uhash
## INFO [11:11:08.075] [bbotk] 0 0.125 6190a03b-fa5c-4f81-89d9-33b2dbb28cef
## INFO [11:11:08.076] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:08.096] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:08.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:08.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:08.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:08.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:08.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:08.981] [mlr3] Finished benchmark
## INFO [11:11:09.000] [bbotk] Result of batch 33:
## INFO [11:11:09.000] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:09.000] [bbotk] 5 1 TRUE gini 0.55 0.8105293 0
## INFO [11:11:09.000] [bbotk] errors runtime_learners uhash
## INFO [11:11:09.000] [bbotk] 0 0.848 eace208b-c7a4-485b-9672-058bf5e51738
## INFO [11:11:09.001] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:09.010] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:09.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:09.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:09.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:09.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:09.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:09.299] [mlr3] Finished benchmark
## INFO [11:11:09.316] [bbotk] Result of batch 34:
## INFO [11:11:09.317] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:09.317] [bbotk] 3 375 TRUE gini 0.775 0.7012922 0
## INFO [11:11:09.317] [bbotk] errors runtime_learners uhash
## INFO [11:11:09.317] [bbotk] 0 0.254 49a10ead-22cf-4286-aa08-5cc7935373ce
## INFO [11:11:09.318] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:09.334] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:09.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:09.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:09.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:09.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:10.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:10.430] [mlr3] Finished benchmark
## INFO [11:11:10.450] [bbotk] Result of batch 35:
## INFO [11:11:10.451] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:10.451] [bbotk] 1 1 FALSE extratrees 1 0.8162535 0
## INFO [11:11:10.451] [bbotk] errors runtime_learners uhash
## INFO [11:11:10.451] [bbotk] 0 1.059 231e75c5-3756-487c-a8d0-426b90e76037
## INFO [11:11:10.452] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:10.469] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:10.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:10.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:10.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:10.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:10.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:10.668] [mlr3] Finished benchmark
## INFO [11:11:10.688] [bbotk] Result of batch 36:
## INFO [11:11:10.690] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:10.690] [bbotk] 1 250 FALSE extratrees 0.1 0.6 0
## INFO [11:11:10.690] [bbotk] errors runtime_learners uhash
## INFO [11:11:10.690] [bbotk] 0 0.167 8b719c0b-ab97-4e5d-8a63-0d8ef91d679f
## INFO [11:11:10.690] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:10.705] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:10.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:10.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:11.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:11.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:11.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:11.577] [mlr3] Finished benchmark
## INFO [11:11:11.590] [bbotk] Result of batch 37:
## INFO [11:11:11.590] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:11.590] [bbotk] 3 1 TRUE extratrees 0.55 0.8123523 0
## INFO [11:11:11.590] [bbotk] errors runtime_learners uhash
## INFO [11:11:11.590] [bbotk] 0 0.833 39d9f0fa-2a35-48a5-8318-b90145bbd105
## INFO [11:11:11.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:11.612] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:11.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:11.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:11.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:11.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:11.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:11.793] [mlr3] Finished benchmark
## INFO [11:11:11.813] [bbotk] Result of batch 38:
## INFO [11:11:11.814] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:11.814] [bbotk] 5 375 TRUE gini 0.325 0.6 0
## INFO [11:11:11.814] [bbotk] errors runtime_learners uhash
## INFO [11:11:11.814] [bbotk] 0 0.146 91b46434-d1b4-462c-82dc-a5ae20d661ed
## INFO [11:11:11.815] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:11.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:11.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:11.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:11.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:11.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:11.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:12.022] [mlr3] Finished benchmark
## INFO [11:11:12.039] [bbotk] Result of batch 39:
## INFO [11:11:12.041] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:12.041] [bbotk] 2 125 FALSE gini 0.1 0.6 0
## INFO [11:11:12.041] [bbotk] errors runtime_learners uhash
## INFO [11:11:12.041] [bbotk] 0 0.162 c2121566-0413-4cb5-bf2e-e7b17019edcd
## INFO [11:11:12.042] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:12.059] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:12.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:12.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:12.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:12.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:12.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:12.898] [mlr3] Finished benchmark
## INFO [11:11:12.919] [bbotk] Result of batch 40:
## INFO [11:11:12.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:12.920] [bbotk] 1 1 FALSE extratrees 0.55 0.7941512 0
## INFO [11:11:12.920] [bbotk] errors runtime_learners uhash
## INFO [11:11:12.920] [bbotk] 0 0.794 b5735cbc-9c5b-4f72-b1ae-f92cbbe0326c
## INFO [11:11:12.920] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:12.938] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:12.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:12.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:13.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:13.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:13.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:13.102] [mlr3] Finished benchmark
## INFO [11:11:13.124] [bbotk] Result of batch 41:
## INFO [11:11:13.125] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:13.125] [bbotk] 4 375 TRUE extratrees 0.325 0.6 0
## INFO [11:11:13.125] [bbotk] errors runtime_learners uhash
## INFO [11:11:13.125] [bbotk] 0 0.13 899951bf-0e1f-421e-8aad-1f6bc8976095
## INFO [11:11:13.126] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:13.141] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:13.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:13.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:13.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:13.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:13.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:13.354] [mlr3] Finished benchmark
## INFO [11:11:13.367] [bbotk] Result of batch 42:
## INFO [11:11:13.368] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:13.368] [bbotk] 5 500 FALSE extratrees 0.1 0.6 0
## INFO [11:11:13.368] [bbotk] errors runtime_learners uhash
## INFO [11:11:13.368] [bbotk] 0 0.175 f50bd076-757e-4a19-bb41-d66f9712b318
## INFO [11:11:13.368] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:13.377] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:13.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:13.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:13.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:13.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:13.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:13.682] [mlr3] Finished benchmark
## INFO [11:11:13.702] [bbotk] Result of batch 43:
## INFO [11:11:13.703] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:13.703] [bbotk] 3 125 TRUE gini 0.325 0.7034486 0
## INFO [11:11:13.703] [bbotk] errors runtime_learners uhash
## INFO [11:11:13.703] [bbotk] 0 0.27 6088a870-4e50-49df-9a1f-74cccfa555e3
## INFO [11:11:13.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:13.720] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:13.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:13.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:13.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:13.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:14.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:14.123] [mlr3] Finished benchmark
## INFO [11:11:14.142] [bbotk] Result of batch 44:
## INFO [11:11:14.143] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:14.143] [bbotk] 3 125 FALSE gini 0.55 0.7160483 0
## INFO [11:11:14.143] [bbotk] errors runtime_learners uhash
## INFO [11:11:14.143] [bbotk] 0 0.375 9206de55-f593-4aa0-ae82-5994d32fdd9f
## INFO [11:11:14.144] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:14.161] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:14.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:14.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:14.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:14.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:14.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:15.153] [mlr3] Finished benchmark
## INFO [11:11:15.169] [bbotk] Result of batch 45:
## INFO [11:11:15.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:15.170] [bbotk] 5 1 FALSE gini 0.55 0.8269074 0
## INFO [11:11:15.170] [bbotk] errors runtime_learners uhash
## INFO [11:11:15.170] [bbotk] 0 0.958 618f7e41-48d8-44e2-ae83-415082590df7
## INFO [11:11:15.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:15.188] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:15.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:15.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:15.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:15.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:15.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:15.451] [mlr3] Finished benchmark
## INFO [11:11:15.463] [bbotk] Result of batch 46:
## INFO [11:11:15.464] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:15.464] [bbotk] 1 250 TRUE gini 0.55 0.6868695 0
## INFO [11:11:15.464] [bbotk] errors runtime_learners uhash
## INFO [11:11:15.464] [bbotk] 0 0.228 58990d79-010f-425d-8695-7cab34fc2d9d
## INFO [11:11:15.464] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:15.485] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:15.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:15.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:15.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:15.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:15.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:15.721] [mlr3] Finished benchmark
## INFO [11:11:15.738] [bbotk] Result of batch 47:
## INFO [11:11:15.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:15.739] [bbotk] 2 375 FALSE gini 0.55 0.6534417 0
## INFO [11:11:15.739] [bbotk] errors runtime_learners uhash
## INFO [11:11:15.739] [bbotk] 0 0.199 57ce50d4-3843-4362-a063-1ddee60aa2f7
## INFO [11:11:15.740] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:15.749] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:15.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:15.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:15.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:15.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:15.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:15.925] [mlr3] Finished benchmark
## INFO [11:11:15.945] [bbotk] Result of batch 48:
## INFO [11:11:15.946] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:15.946] [bbotk] 5 500 TRUE extratrees 0.55 0.6 0
## INFO [11:11:15.946] [bbotk] errors runtime_learners uhash
## INFO [11:11:15.946] [bbotk] 0 0.133 e93a3d8e-6097-4a19-b014-c5fad3e872a3
## INFO [11:11:15.947] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:15.964] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:15.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:16.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:16.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:16.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:16.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:16.472] [mlr3] Finished benchmark
## INFO [11:11:16.492] [bbotk] Result of batch 49:
## INFO [11:11:16.493] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:16.493] [bbotk] 3 125 TRUE gini 1 0.7198219 0
## INFO [11:11:16.493] [bbotk] errors runtime_learners uhash
## INFO [11:11:16.493] [bbotk] 0 0.471 927f8677-6d3d-489d-80ee-89e212132661
## INFO [11:11:16.494] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:16.511] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:16.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:16.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:16.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:16.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:16.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:16.875] [mlr3] Finished benchmark
## INFO [11:11:16.892] [bbotk] Result of batch 50:
## INFO [11:11:16.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:16.893] [bbotk] 5 500 TRUE extratrees 1 0.728991 0
## INFO [11:11:16.893] [bbotk] errors runtime_learners uhash
## INFO [11:11:16.893] [bbotk] 0 0.326 7b8faba7-9fc5-4024-aa6f-499e6abd0b2c
## INFO [11:11:16.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:16.910] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:16.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:16.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:17.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:17.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:17.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:17.127] [mlr3] Finished benchmark
## INFO [11:11:17.139] [bbotk] Result of batch 51:
## INFO [11:11:17.140] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:17.140] [bbotk] 2 250 TRUE extratrees 0.325 0.7107261 0
## INFO [11:11:17.140] [bbotk] errors runtime_learners uhash
## INFO [11:11:17.140] [bbotk] 0 0.181 d153519c-f94b-43a4-a12d-52728b4c4d7a
## INFO [11:11:17.140] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:17.159] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:17.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:17.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:17.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:17.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:17.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:17.371] [mlr3] Finished benchmark
## INFO [11:11:17.389] [bbotk] Result of batch 52:
## INFO [11:11:17.390] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:17.390] [bbotk] 1 250 FALSE gini 0.1 0.4 0
## INFO [11:11:17.390] [bbotk] errors runtime_learners uhash
## INFO [11:11:17.390] [bbotk] 0 0.171 f4b48f6b-43e9-4acb-8389-c4024b61cbc7
## INFO [11:11:17.391] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:17.400] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:17.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:17.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:17.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:17.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:17.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:17.576] [mlr3] Finished benchmark
## INFO [11:11:17.596] [bbotk] Result of batch 53:
## INFO [11:11:17.597] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:17.597] [bbotk] 3 500 TRUE gini 0.55 0.6 0
## INFO [11:11:17.597] [bbotk] errors runtime_learners uhash
## INFO [11:11:17.597] [bbotk] 0 0.135 0313f7d1-ad49-47da-a559-23371350c9c4
## INFO [11:11:17.597] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:17.614] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:17.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:17.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:17.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:17.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:18.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:18.108] [mlr3] Finished benchmark
## INFO [11:11:18.120] [bbotk] Result of batch 54:
## INFO [11:11:18.120] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:18.120] [bbotk] 1 250 TRUE gini 0.775 0.6924613 0
## INFO [11:11:18.120] [bbotk] errors runtime_learners uhash
## INFO [11:11:18.120] [bbotk] 0 0.259 857dd026-532f-4e01-b9b9-b5d0abf4e92d
## INFO [11:11:18.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:18.129] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:18.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:18.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:18.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:18.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:18.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:18.520] [mlr3] Finished benchmark
## INFO [11:11:18.532] [bbotk] Result of batch 55:
## INFO [11:11:18.533] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:18.533] [bbotk] 4 375 TRUE extratrees 1 0.7068201 0
## INFO [11:11:18.533] [bbotk] errors runtime_learners uhash
## INFO [11:11:18.533] [bbotk] 0 0.367 7d229424-4107-428c-8942-2ddecfd90b21
## INFO [11:11:18.533] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:18.542] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:18.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:18.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:19.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:19.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:19.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:19.803] [mlr3] Finished benchmark
## INFO [11:11:19.815] [bbotk] Result of batch 56:
## INFO [11:11:19.815] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:19.815] [bbotk] 4 1 TRUE extratrees 1 0.8402474 0
## INFO [11:11:19.815] [bbotk] errors runtime_learners uhash
## INFO [11:11:19.815] [bbotk] 0 1.235 ed124d24-fd79-460c-86dc-b839626f0fca
## INFO [11:11:19.816] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:19.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:19.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:19.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:19.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:20.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:20.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:20.128] [mlr3] Finished benchmark
## INFO [11:11:20.148] [bbotk] Result of batch 57:
## INFO [11:11:20.149] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:20.149] [bbotk] 1 500 TRUE extratrees 1 0.73472 0
## INFO [11:11:20.149] [bbotk] errors runtime_learners uhash
## INFO [11:11:20.149] [bbotk] 0 0.277 858b0e54-e295-4a3d-aad8-d0f14d26b674
## INFO [11:11:20.149] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:20.158] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:20.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:20.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:20.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:20.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:20.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:20.427] [mlr3] Finished benchmark
## INFO [11:11:20.439] [bbotk] Result of batch 58:
## INFO [11:11:20.439] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:20.439] [bbotk] 2 250 FALSE gini 0.55 0.7053306 0
## INFO [11:11:20.439] [bbotk] errors runtime_learners uhash
## INFO [11:11:20.439] [bbotk] 0 0.243 f6d52339-236e-4d6a-8f59-1a84466604f7
## INFO [11:11:20.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:20.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:20.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:20.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:20.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:20.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:20.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:20.623] [mlr3] Finished benchmark
## INFO [11:11:20.635] [bbotk] Result of batch 59:
## INFO [11:11:20.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:20.635] [bbotk] 3 500 FALSE extratrees 0.325 0.6 0
## INFO [11:11:20.635] [bbotk] errors runtime_learners uhash
## INFO [11:11:20.635] [bbotk] 0 0.146 6e2a7611-79f8-4076-9a49-631d639243a2
## INFO [11:11:20.636] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:20.645] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:20.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:20.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:20.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:20.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:20.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:20.936] [mlr3] Finished benchmark
## INFO [11:11:20.948] [bbotk] Result of batch 60:
## INFO [11:11:20.948] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:20.948] [bbotk] 1 375 FALSE extratrees 1 0.728991 0
## INFO [11:11:20.948] [bbotk] errors runtime_learners uhash
## INFO [11:11:20.948] [bbotk] 0 0.269 062cb786-1194-491d-a24a-9785aedae317
## INFO [11:11:20.949] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:20.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:20.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:21.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:21.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:21.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:21.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:21.203] [mlr3] Finished benchmark
## INFO [11:11:21.215] [bbotk] Result of batch 61:
## INFO [11:11:21.216] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:21.216] [bbotk] 2 500 FALSE extratrees 0.775 0.7291282 0
## INFO [11:11:21.216] [bbotk] errors runtime_learners uhash
## INFO [11:11:21.216] [bbotk] 0 0.221 cfefde96-3b5e-43a1-918a-a6e07aa3236f
## INFO [11:11:21.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:21.225] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:21.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:21.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:21.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:21.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:21.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:21.427] [mlr3] Finished benchmark
## INFO [11:11:21.439] [bbotk] Result of batch 62:
## INFO [11:11:21.440] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:21.440] [bbotk] 3 500 FALSE gini 0.775 0.6550636 0
## INFO [11:11:21.440] [bbotk] errors runtime_learners uhash
## INFO [11:11:21.440] [bbotk] 0 0.181 c79db509-e7d1-4e51-8799-18f52b84bed3
## INFO [11:11:21.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:21.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:21.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:21.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:21.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:21.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:21.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:21.688] [mlr3] Finished benchmark
## INFO [11:11:21.700] [bbotk] Result of batch 63:
## INFO [11:11:21.701] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:21.701] [bbotk] 2 375 FALSE extratrees 0.55 0.7273052 0
## INFO [11:11:21.701] [bbotk] errors runtime_learners uhash
## INFO [11:11:21.701] [bbotk] 0 0.214 8a7a44b8-13c2-4ac3-b470-bd926f68cc98
## INFO [11:11:21.701] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:21.710] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:21.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:21.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:21.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:21.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:21.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:22.060] [mlr3] Finished benchmark
## INFO [11:11:22.072] [bbotk] Result of batch 64:
## INFO [11:11:22.073] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:22.073] [bbotk] 2 125 TRUE extratrees 0.55 0.6904421 0
## INFO [11:11:22.073] [bbotk] errors runtime_learners uhash
## INFO [11:11:22.073] [bbotk] 0 0.326 9eeabfea-d7dc-4195-a250-c2312bfe3321
## INFO [11:11:22.073] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:22.089] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:22.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:22.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:22.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:22.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:22.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:22.303] [mlr3] Finished benchmark
## INFO [11:11:22.315] [bbotk] Result of batch 65:
## INFO [11:11:22.316] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:22.316] [bbotk] 4 375 TRUE gini 0.55 0.6550636 0
## INFO [11:11:22.316] [bbotk] errors runtime_learners uhash
## INFO [11:11:22.316] [bbotk] 0 0.19 c4edd491-1f38-47ba-a0d9-ac5169d0242e
## INFO [11:11:22.316] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:22.325] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:22.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:22.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:22.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:22.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:22.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:22.481] [mlr3] Finished benchmark
## INFO [11:11:22.499] [bbotk] Result of batch 66:
## INFO [11:11:22.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:22.500] [bbotk] 2 500 TRUE gini 0.1 0.6 0
## INFO [11:11:22.500] [bbotk] errors runtime_learners uhash
## INFO [11:11:22.500] [bbotk] 0 0.131 ba4fd605-fda3-4c22-8e6f-ab620e15631c
## INFO [11:11:22.500] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:22.509] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:22.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:22.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:22.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:22.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:22.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:22.957] [mlr3] Finished benchmark
## INFO [11:11:22.969] [bbotk] Result of batch 67:
## INFO [11:11:22.969] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:22.969] [bbotk] 4 250 TRUE gini 1 0.7140977 0
## INFO [11:11:22.969] [bbotk] errors runtime_learners uhash
## INFO [11:11:22.969] [bbotk] 0 0.423 795d1bc0-ac73-4859-93a4-2aeebb2e4aae
## INFO [11:11:22.970] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:22.979] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:22.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:23.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:23.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:23.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:23.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:23.693] [mlr3] Finished benchmark
## INFO [11:11:23.705] [bbotk] Result of batch 68:
## INFO [11:11:23.706] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:23.706] [bbotk] 1 1 FALSE gini 0.775 0.8163907 0
## INFO [11:11:23.706] [bbotk] errors runtime_learners uhash
## INFO [11:11:23.706] [bbotk] 0 0.688 cd605b5a-d6f6-4a45-a736-c0fb182a64fe
## INFO [11:11:23.706] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:23.715] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:23.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:23.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:23.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:23.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:24.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:24.104] [mlr3] Finished benchmark
## INFO [11:11:24.116] [bbotk] Result of batch 69:
## INFO [11:11:24.117] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:24.117] [bbotk] 2 125 FALSE gini 0.775 0.7087659 0
## INFO [11:11:24.117] [bbotk] errors runtime_learners uhash
## INFO [11:11:24.117] [bbotk] 0 0.364 e9820e33-f72c-4870-9a69-a64939a669cd
## INFO [11:11:24.117] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:24.126] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:24.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:24.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:24.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:24.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:24.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:24.849] [mlr3] Finished benchmark
## INFO [11:11:24.862] [bbotk] Result of batch 70:
## INFO [11:11:24.862] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:24.862] [bbotk] 3 1 TRUE gini 0.55 0.8105979 0
## INFO [11:11:24.862] [bbotk] errors runtime_learners uhash
## INFO [11:11:24.862] [bbotk] 0 0.695 8ec714a7-d384-4fb4-bd15-ea74a17e45dc
## INFO [11:11:24.863] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:24.880] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:24.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:24.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:24.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:24.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:25.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:25.034] [mlr3] Finished benchmark
## INFO [11:11:25.046] [bbotk] Result of batch 71:
## INFO [11:11:25.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:25.047] [bbotk] 3 500 FALSE gini 0.55 0.6 0
## INFO [11:11:25.047] [bbotk] errors runtime_learners uhash
## INFO [11:11:25.047] [bbotk] 0 0.129 84bab40a-03dc-4b15-9d6e-6ae247322af4
## INFO [11:11:25.047] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:25.056] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:25.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:25.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:25.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:25.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:25.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:25.219] [mlr3] Finished benchmark
## INFO [11:11:25.231] [bbotk] Result of batch 72:
## INFO [11:11:25.231] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:25.231] [bbotk] 3 125 TRUE extratrees 0.1 0.4 0
## INFO [11:11:25.231] [bbotk] errors runtime_learners uhash
## INFO [11:11:25.231] [bbotk] 0 0.133 852cd00b-8673-4ea5-825f-21f9356f55b5
## INFO [11:11:25.232] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:25.241] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:25.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:25.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:25.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:25.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:25.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:25.552] [mlr3] Finished benchmark
## INFO [11:11:25.564] [bbotk] Result of batch 73:
## INFO [11:11:25.565] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:25.565] [bbotk] 2 250 TRUE gini 0.775 0.6997388 0
## INFO [11:11:25.565] [bbotk] errors runtime_learners uhash
## INFO [11:11:25.565] [bbotk] 0 0.286 1ec1dc2d-f41a-4efd-9500-f0291da8d1a3
## INFO [11:11:25.565] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:25.574] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:25.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:25.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:25.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:25.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:26.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:26.197] [mlr3] Finished benchmark
## INFO [11:11:26.209] [bbotk] Result of batch 74:
## INFO [11:11:26.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:26.210] [bbotk] 3 1 FALSE gini 0.325 0.7977876 0
## INFO [11:11:26.210] [bbotk] errors runtime_learners uhash
## INFO [11:11:26.210] [bbotk] 0 0.599 51fde825-db3d-4989-9c8d-c8c205d11304
## INFO [11:11:26.210] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:26.219] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:26.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:26.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:26.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:26.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:26.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:26.383] [mlr3] Finished benchmark
## INFO [11:11:26.395] [bbotk] Result of batch 75:
## INFO [11:11:26.396] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:26.396] [bbotk] 3 250 TRUE extratrees 0.1 0.6 0
## INFO [11:11:26.396] [bbotk] errors runtime_learners uhash
## INFO [11:11:26.396] [bbotk] 0 0.132 696124c3-8564-40b1-b196-939987178de5
## INFO [11:11:26.396] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:26.405] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:26.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:26.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:26.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:26.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:26.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:26.610] [mlr3] Finished benchmark
## INFO [11:11:26.622] [bbotk] Result of batch 76:
## INFO [11:11:26.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:26.622] [bbotk] 1 500 FALSE gini 1 0.6793909 0
## INFO [11:11:26.622] [bbotk] errors runtime_learners uhash
## INFO [11:11:26.622] [bbotk] 0 0.181 e123557b-816f-4853-9b27-9e3f39c09a69
## INFO [11:11:26.623] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:26.632] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:26.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:26.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:26.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:26.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:26.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:27.063] [mlr3] Finished benchmark
## INFO [11:11:27.075] [bbotk] Result of batch 77:
## INFO [11:11:27.076] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:27.076] [bbotk] 4 125 FALSE gini 0.55 0.7233306 0
## INFO [11:11:27.076] [bbotk] errors runtime_learners uhash
## INFO [11:11:27.076] [bbotk] 0 0.405 eeb0e436-a15a-486b-b9f0-0956ea1680cf
## INFO [11:11:27.076] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:27.085] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:27.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:27.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:27.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:27.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:27.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:27.457] [mlr3] Finished benchmark
## INFO [11:11:27.469] [bbotk] Result of batch 78:
## INFO [11:11:27.470] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:27.470] [bbotk] 5 250 FALSE gini 0.775 0.7170034 0
## INFO [11:11:27.470] [bbotk] errors runtime_learners uhash
## INFO [11:11:27.470] [bbotk] 0 0.345 5d83fe81-9bb8-4ab5-ad0f-81f5d8889e6a
## INFO [11:11:27.470] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:27.479] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:27.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:27.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:27.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:27.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:27.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:27.635] [mlr3] Finished benchmark
## INFO [11:11:27.647] [bbotk] Result of batch 79:
## INFO [11:11:27.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:27.647] [bbotk] 5 375 TRUE extratrees 0.1 0.6 0
## INFO [11:11:27.647] [bbotk] errors runtime_learners uhash
## INFO [11:11:27.647] [bbotk] 0 0.132 1ade0d10-7711-4288-b8d5-145b1f982f8a
## INFO [11:11:27.648] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:27.657] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:27.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:27.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:27.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:27.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:28.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:28.148] [mlr3] Finished benchmark
## INFO [11:11:28.160] [bbotk] Result of batch 80:
## INFO [11:11:28.161] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:28.161] [bbotk] 4 125 FALSE extratrees 0.775 0.6810767 0
## INFO [11:11:28.161] [bbotk] errors runtime_learners uhash
## INFO [11:11:28.161] [bbotk] 0 0.464 a457c242-dbcd-4a46-86d3-a56ad214e10a
## INFO [11:11:28.161] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:28.170] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:28.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:28.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:28.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:28.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:28.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:28.347] [mlr3] Finished benchmark
## INFO [11:11:28.359] [bbotk] Result of batch 81:
## INFO [11:11:28.360] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:28.360] [bbotk] 2 500 FALSE extratrees 0.325 0.6 0
## INFO [11:11:28.360] [bbotk] errors runtime_learners uhash
## INFO [11:11:28.360] [bbotk] 0 0.145 9ac823f9-7fbb-45da-b40c-f93a5f7ae1b3
## INFO [11:11:28.360] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:28.369] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:28.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:28.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:28.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:28.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:28.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:28.683] [mlr3] Finished benchmark
## INFO [11:11:28.695] [bbotk] Result of batch 82:
## INFO [11:11:28.696] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:28.696] [bbotk] 4 125 FALSE gini 0.325 0.7105251 0
## INFO [11:11:28.696] [bbotk] errors runtime_learners uhash
## INFO [11:11:28.696] [bbotk] 0 0.291 7ee1677c-b95e-4a20-84ba-ffeff9d39133
## INFO [11:11:28.696] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:28.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:28.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:28.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:28.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:29.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:29.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:29.351] [mlr3] Finished benchmark
## INFO [11:11:29.363] [bbotk] Result of batch 83:
## INFO [11:11:29.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:29.364] [bbotk] 1 1 FALSE extratrees 0.325 0.7514267 0
## INFO [11:11:29.364] [bbotk] errors runtime_learners uhash
## INFO [11:11:29.364] [bbotk] 0 0.613 7f90ab66-e2f9-4b3f-a779-7401d3047677
## INFO [11:11:29.364] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:29.381] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:29.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:29.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:29.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:29.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:30.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:30.353] [mlr3] Finished benchmark
## INFO [11:11:30.365] [bbotk] Result of batch 84:
## INFO [11:11:30.366] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:30.366] [bbotk] 1 1 TRUE extratrees 1 0.8013602 0
## INFO [11:11:30.366] [bbotk] errors runtime_learners uhash
## INFO [11:11:30.366] [bbotk] 0 0.947 a7aede7b-9ea7-4d7a-8d4f-7f571ef6eb4a
## INFO [11:11:30.367] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:30.375] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:30.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:30.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:30.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:30.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:30.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:30.761] [mlr3] Finished benchmark
## INFO [11:11:30.807] [bbotk] Result of batch 85:
## INFO [11:11:30.809] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:30.809] [bbotk] 5 250 TRUE gini 0.775 0.7086383 0
## INFO [11:11:30.809] [bbotk] errors runtime_learners uhash
## INFO [11:11:30.809] [bbotk] 0 0.36 eaef5b42-64b1-4b69-9c18-fe28e18dca97
## INFO [11:11:30.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:30.822] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:30.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:30.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:30.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:30.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:30.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:30.981] [mlr3] Finished benchmark
## INFO [11:11:30.994] [bbotk] Result of batch 86:
## INFO [11:11:30.994] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:30.994] [bbotk] 3 375 TRUE extratrees 0.1 0.6 0
## INFO [11:11:30.994] [bbotk] errors runtime_learners uhash
## INFO [11:11:30.994] [bbotk] 0 0.133 9b009924-b376-492d-ae45-b99e55adb010
## INFO [11:11:30.995] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:31.004] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:31.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:31.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:31.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:31.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:31.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:31.409] [mlr3] Finished benchmark
## INFO [11:11:31.431] [bbotk] Result of batch 87:
## INFO [11:11:31.432] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:31.432] [bbotk] 2 1 TRUE extratrees 0.1 0.7200229 0
## INFO [11:11:31.432] [bbotk] errors runtime_learners uhash
## INFO [11:11:31.432] [bbotk] 0 0.379 d42f9f73-10a4-47eb-82c8-d3332220dbdf
## INFO [11:11:31.433] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:31.446] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:31.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:31.514] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:31.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:31.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:31.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:31.768] [mlr3] Finished benchmark
## INFO [11:11:31.780] [bbotk] Result of batch 88:
## INFO [11:11:31.781] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:31.781] [bbotk] 2 250 FALSE extratrees 0.775 0.7032428 0
## INFO [11:11:31.781] [bbotk] errors runtime_learners uhash
## INFO [11:11:31.781] [bbotk] 0 0.299 0063a5e6-b1b9-47ad-b060-de2363bd1797
## INFO [11:11:31.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:31.790] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:31.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:31.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:31.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:31.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:31.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:31.946] [mlr3] Finished benchmark
## INFO [11:11:31.968] [bbotk] Result of batch 89:
## INFO [11:11:31.969] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:31.969] [bbotk] 5 250 TRUE gini 0.1 0.8 0
## INFO [11:11:31.969] [bbotk] errors runtime_learners uhash
## INFO [11:11:31.969] [bbotk] 0 0.131 00259777-b6db-45ae-8d70-c1782e601ab3
## INFO [11:11:31.970] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:31.983] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:31.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:32.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:32.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:32.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:32.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:32.425] [mlr3] Finished benchmark
## INFO [11:11:32.438] [bbotk] Result of batch 90:
## INFO [11:11:32.438] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:32.438] [bbotk] 3 125 FALSE extratrees 0.775 0.6791899 0
## INFO [11:11:32.438] [bbotk] errors runtime_learners uhash
## INFO [11:11:32.438] [bbotk] 0 0.417 fe5e3993-7e94-4e30-b88f-72cd1492bd09
## INFO [11:11:32.439] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:32.448] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:32.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:32.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:32.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:32.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:32.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:32.612] [mlr3] Finished benchmark
## INFO [11:11:32.627] [bbotk] Result of batch 91:
## INFO [11:11:32.628] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:32.628] [bbotk] 3 500 TRUE gini 0.1 0.6 0
## INFO [11:11:32.628] [bbotk] errors runtime_learners uhash
## INFO [11:11:32.628] [bbotk] 0 0.131 9b2be5de-dbdd-4119-8ef1-f141c6c4fee9
## INFO [11:11:32.629] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:32.641] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:32.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:32.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:32.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:32.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:32.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:32.825] [mlr3] Finished benchmark
## INFO [11:11:32.837] [bbotk] Result of batch 92:
## INFO [11:11:32.838] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:32.838] [bbotk] 2 250 FALSE gini 0.1 0.8 0
## INFO [11:11:32.838] [bbotk] errors runtime_learners uhash
## INFO [11:11:32.838] [bbotk] 0 0.16 0217cb9e-0ccf-4cec-9832-bd9f75ac64b0
## INFO [11:11:32.838] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:32.847] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:32.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:32.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:32.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:33.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:33.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:33.129] [mlr3] Finished benchmark
## INFO [11:11:33.146] [bbotk] Result of batch 93:
## INFO [11:11:33.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:33.146] [bbotk] 5 500 TRUE extratrees 0.775 0.7197581 0
## INFO [11:11:33.146] [bbotk] errors runtime_learners uhash
## INFO [11:11:33.146] [bbotk] 0 0.25 5dc24633-a90d-42b8-882f-46dc46dfe99b
## INFO [11:11:33.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:33.159] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:33.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:33.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:33.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:33.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:34.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:34.224] [mlr3] Finished benchmark
## INFO [11:11:34.237] [bbotk] Result of batch 94:
## INFO [11:11:34.237] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:34.237] [bbotk] 3 1 FALSE gini 1 0.8288532 0
## INFO [11:11:34.237] [bbotk] errors runtime_learners uhash
## INFO [11:11:34.237] [bbotk] 0 1.041 dff19b80-66fa-4d66-80b8-47ed9a01a62c
## INFO [11:11:34.238] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:34.256] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:34.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:34.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:34.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:34.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:34.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:34.414] [mlr3] Finished benchmark
## INFO [11:11:34.426] [bbotk] Result of batch 95:
## INFO [11:11:34.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:34.427] [bbotk] 5 500 TRUE gini 0.325 0.6 0
## INFO [11:11:34.427] [bbotk] errors runtime_learners uhash
## INFO [11:11:34.427] [bbotk] 0 0.132 515c7355-9a2e-4eb1-973c-961fdda9a73b
## INFO [11:11:34.427] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:34.436] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:34.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:34.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:35.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:35.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:35.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:35.851] [mlr3] Finished benchmark
## INFO [11:11:35.863] [bbotk] Result of batch 96:
## INFO [11:11:35.864] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:35.864] [bbotk] 4 1 FALSE extratrees 1 0.8602666 0
## INFO [11:11:35.864] [bbotk] errors runtime_learners uhash
## INFO [11:11:35.864] [bbotk] 0 1.385 82310080-8f02-44f1-a7f9-9a61000c199e
## INFO [11:11:35.865] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:35.873] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:35.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:35.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:36.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:36.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:36.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:36.320] [mlr3] Finished benchmark
## INFO [11:11:36.336] [bbotk] Result of batch 97:
## INFO [11:11:36.337] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:36.337] [bbotk] 3 250 TRUE extratrees 1 0.6905107 0
## INFO [11:11:36.337] [bbotk] errors runtime_learners uhash
## INFO [11:11:36.337] [bbotk] 0 0.415 1dd5be2d-3802-4f12-984b-f814edd1326f
## INFO [11:11:36.337] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:36.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:36.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:36.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:36.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:36.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:36.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:36.746] [mlr3] Finished benchmark
## INFO [11:11:36.759] [bbotk] Result of batch 98:
## INFO [11:11:36.759] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:36.759] [bbotk] 5 250 FALSE extratrees 0.775 0.6904421 0
## INFO [11:11:36.759] [bbotk] errors runtime_learners uhash
## INFO [11:11:36.759] [bbotk] 0 0.369 eebe1e4b-25e3-4376-a71c-3a387e775a2c
## INFO [11:11:36.760] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:36.769] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:36.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:36.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:36.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:37.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:37.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:37.193] [mlr3] Finished benchmark
## INFO [11:11:37.206] [bbotk] Result of batch 99:
## INFO [11:11:37.207] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:37.207] [bbotk] 4 1 TRUE extratrees 0.1 0.7311378 0
## INFO [11:11:37.207] [bbotk] errors runtime_learners uhash
## INFO [11:11:37.207] [bbotk] 0 0.389 2387251f-907f-4c9e-962d-43c7c97c53f9
## INFO [11:11:37.208] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:37.216] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:37.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:37.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:37.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:37.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:37.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:37.432] [mlr3] Finished benchmark
## INFO [11:11:37.444] [bbotk] Result of batch 100:
## INFO [11:11:37.445] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:37.445] [bbotk] 3 500 TRUE gini 0.775 0.6515549 0
## INFO [11:11:37.445] [bbotk] errors runtime_learners uhash
## INFO [11:11:37.445] [bbotk] 0 0.191 364b1846-5485-4f43-8ef4-80e08bf4f8b9
## INFO [11:11:37.446] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:37.463] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:37.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:37.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:37.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:37.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:37.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:37.857] [mlr3] Finished benchmark
## INFO [11:11:37.869] [bbotk] Result of batch 101:
## INFO [11:11:37.870] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:37.870] [bbotk] 1 125 TRUE gini 1 0.705262 0
## INFO [11:11:37.870] [bbotk] errors runtime_learners uhash
## INFO [11:11:37.870] [bbotk] 0 0.363 ee22774a-b73b-4277-bb4b-8dffacc9aa21
## INFO [11:11:37.871] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:37.879] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:37.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:37.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:37.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:37.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:38.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:38.043] [mlr3] Finished benchmark
## INFO [11:11:38.059] [bbotk] Result of batch 102:
## INFO [11:11:38.060] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:38.060] [bbotk] 1 375 TRUE extratrees 0.1 0.6 0
## INFO [11:11:38.060] [bbotk] errors runtime_learners uhash
## INFO [11:11:38.060] [bbotk] 0 0.138 4c4462ef-a807-4f08-ab92-165fa86224b6
## INFO [11:11:38.061] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:38.072] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:38.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:38.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:38.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:38.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:38.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:38.391] [mlr3] Finished benchmark
## INFO [11:11:38.403] [bbotk] Result of batch 103:
## INFO [11:11:38.404] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:38.404] [bbotk] 1 250 TRUE gini 1 0.6923926 0
## INFO [11:11:38.404] [bbotk] errors runtime_learners uhash
## INFO [11:11:38.404] [bbotk] 0 0.294 c8357972-0a5c-4803-8ea3-47e04404127a
## INFO [11:11:38.405] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:38.413] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:38.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:38.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:38.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:38.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:38.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:38.690] [mlr3] Finished benchmark
## INFO [11:11:38.702] [bbotk] Result of batch 104:
## INFO [11:11:38.703] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:38.703] [bbotk] 2 375 FALSE gini 1 0.6998026 0
## INFO [11:11:38.703] [bbotk] errors runtime_learners uhash
## INFO [11:11:38.703] [bbotk] 0 0.24 37e1375f-c047-4319-925b-c3cc59db3b82
## INFO [11:11:38.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:38.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:38.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:38.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:38.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:38.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:38.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:39.045] [mlr3] Finished benchmark
## INFO [11:11:39.057] [bbotk] Result of batch 105:
## INFO [11:11:39.058] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:39.058] [bbotk] 1 250 TRUE extratrees 0.775 0.7179399 0
## INFO [11:11:39.058] [bbotk] errors runtime_learners uhash
## INFO [11:11:39.058] [bbotk] 0 0.308 a6f81299-8460-4728-8cb6-817edb89a753
## INFO [11:11:39.065] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:39.077] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:39.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:39.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:39.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:39.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:39.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:39.233] [mlr3] Finished benchmark
## INFO [11:11:39.245] [bbotk] Result of batch 106:
## INFO [11:11:39.246] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:39.246] [bbotk] 2 375 TRUE extratrees 0.325 0.6 0
## INFO [11:11:39.246] [bbotk] errors runtime_learners uhash
## INFO [11:11:39.246] [bbotk] 0 0.129 53d444da-a02c-42bf-83f6-0ae99e0122ee
## INFO [11:11:39.247] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:39.256] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:39.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:39.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:39.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:39.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:39.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:39.450] [mlr3] Finished benchmark
## INFO [11:11:39.466] [bbotk] Result of batch 107:
## INFO [11:11:39.467] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:39.467] [bbotk] 1 500 FALSE extratrees 0.1 0.8 0
## INFO [11:11:39.467] [bbotk] errors runtime_learners uhash
## INFO [11:11:39.467] [bbotk] 0 0.168 3e81ab19-c88f-4929-8d20-41712fa6d448
## INFO [11:11:39.467] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:39.477] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:39.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:39.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:39.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:39.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:39.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:39.920] [mlr3] Finished benchmark
## INFO [11:11:39.933] [bbotk] Result of batch 108:
## INFO [11:11:39.934] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:39.934] [bbotk] 3 125 FALSE gini 1 0.7196846 0
## INFO [11:11:39.934] [bbotk] errors runtime_learners uhash
## INFO [11:11:39.934] [bbotk] 0 0.419 14d2730f-d245-4297-989e-6fb066229d08
## INFO [11:11:39.934] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:39.943] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:39.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:40.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:40.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:40.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:40.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:40.536] [mlr3] Finished benchmark
## INFO [11:11:40.549] [bbotk] Result of batch 109:
## INFO [11:11:40.550] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:40.550] [bbotk] 4 125 FALSE extratrees 1 0.6774355 0
## INFO [11:11:40.550] [bbotk] errors runtime_learners uhash
## INFO [11:11:40.550] [bbotk] 0 0.565 c1161d5e-1bfc-44e4-94fd-fb53ca8c2036
## INFO [11:11:40.550] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:40.559] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:40.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:40.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:40.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:40.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:40.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:40.862] [mlr3] Finished benchmark
## INFO [11:11:40.878] [bbotk] Result of batch 110:
## INFO [11:11:40.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:40.879] [bbotk] 5 125 TRUE extratrees 0.325 0.7051982 0
## INFO [11:11:40.879] [bbotk] errors runtime_learners uhash
## INFO [11:11:40.879] [bbotk] 0 0.278 3d339f46-95a9-4827-bb44-8efe0373f396
## INFO [11:11:40.880] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:40.892] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:40.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:40.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:41.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:41.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:41.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:41.277] [mlr3] Finished benchmark
## INFO [11:11:41.289] [bbotk] Result of batch 111:
## INFO [11:11:41.290] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:41.290] [bbotk] 4 250 FALSE gini 1 0.720777 0
## INFO [11:11:41.290] [bbotk] errors runtime_learners uhash
## INFO [11:11:41.290] [bbotk] 0 0.361 41d3b8af-d047-4df1-a013-2b2a104c4856
## INFO [11:11:41.290] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:41.299] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:41.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:41.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:41.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:41.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:41.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:41.471] [mlr3] Finished benchmark
## INFO [11:11:41.483] [bbotk] Result of batch 112:
## INFO [11:11:41.484] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:41.484] [bbotk] 4 250 TRUE gini 0.1 0.8 0
## INFO [11:11:41.484] [bbotk] errors runtime_learners uhash
## INFO [11:11:41.484] [bbotk] 0 0.137 7e5f52c3-8173-4a6d-8d7e-9fccd8f7af0f
## INFO [11:11:41.485] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:41.493] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:41.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:41.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:41.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:42.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:42.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:42.598] [mlr3] Finished benchmark
## INFO [11:11:42.611] [bbotk] Result of batch 113:
## INFO [11:11:42.611] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:42.611] [bbotk] 4 1 TRUE extratrees 0.775 0.8403798 0
## INFO [11:11:42.611] [bbotk] errors runtime_learners uhash
## INFO [11:11:42.611] [bbotk] 0 1.067 c47efaed-7b3b-4a8d-b6bb-896d42e8f080
## INFO [11:11:42.612] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:42.621] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:42.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:42.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:42.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:43.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:43.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:43.380] [mlr3] Finished benchmark
## INFO [11:11:43.393] [bbotk] Result of batch 114:
## INFO [11:11:43.394] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:43.394] [bbotk] 1 1 TRUE extratrees 0.55 0.7717156 0
## INFO [11:11:43.394] [bbotk] errors runtime_learners uhash
## INFO [11:11:43.394] [bbotk] 0 0.731 6e935568-c410-4f5d-aa07-8ddbb27dcf70
## INFO [11:11:43.394] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:43.403] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:43.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:43.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:43.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:43.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:43.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:43.562] [mlr3] Finished benchmark
## INFO [11:11:43.578] [bbotk] Result of batch 115:
## INFO [11:11:43.579] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:43.579] [bbotk] 2 375 TRUE gini 0.325 0.8 0
## INFO [11:11:43.579] [bbotk] errors runtime_learners uhash
## INFO [11:11:43.579] [bbotk] 0 0.134 a5c1b509-ab1e-4347-bdc7-503cb1a34748
## INFO [11:11:43.580] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:43.591] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:43.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:43.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:43.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:43.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:43.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:43.916] [mlr3] Finished benchmark
## INFO [11:11:43.929] [bbotk] Result of batch 116:
## INFO [11:11:43.929] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:43.929] [bbotk] 5 375 TRUE extratrees 0.775 0.7180085 0
## INFO [11:11:43.929] [bbotk] errors runtime_learners uhash
## INFO [11:11:43.929] [bbotk] 0 0.301 5a627dd3-c1ab-4a90-b3d2-d3703e4327e8
## INFO [11:11:43.930] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:43.946] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:43.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:43.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:44.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:44.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:44.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:44.104] [mlr3] Finished benchmark
## INFO [11:11:44.117] [bbotk] Result of batch 117:
## INFO [11:11:44.117] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:44.117] [bbotk] 2 500 TRUE extratrees 0.325 0.6 0
## INFO [11:11:44.117] [bbotk] errors runtime_learners uhash
## INFO [11:11:44.117] [bbotk] 0 0.13 98966e97-3a2c-41f2-a1ba-097dc1fc1f60
## INFO [11:11:44.118] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:44.127] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:44.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:44.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:44.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:44.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:45.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:45.375] [mlr3] Finished benchmark
## INFO [11:11:45.390] [bbotk] Result of batch 118:
## INFO [11:11:45.390] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:45.390] [bbotk] 4 1 FALSE gini 1 0.8252854 0
## INFO [11:11:45.390] [bbotk] errors runtime_learners uhash
## INFO [11:11:45.390] [bbotk] 0 1.215 6a9bfde5-9cd4-40ff-9d2b-4d5ca5e33290
## INFO [11:11:45.391] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:45.400] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:45.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:45.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:45.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:45.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:45.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:45.675] [mlr3] Finished benchmark
## INFO [11:11:45.697] [bbotk] Result of batch 119:
## INFO [11:11:45.697] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:45.697] [bbotk] 3 500 TRUE gini 1 0.7034438 0
## INFO [11:11:45.697] [bbotk] errors runtime_learners uhash
## INFO [11:11:45.697] [bbotk] 0 0.249 b946e48e-9bde-416b-ad09-dc6fbec552bb
## INFO [11:11:45.698] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:45.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:45.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:45.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:45.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:45.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:46.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:46.128] [mlr3] Finished benchmark
## INFO [11:11:46.141] [bbotk] Result of batch 120:
## INFO [11:11:46.142] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:46.142] [bbotk] 3 1 TRUE extratrees 0.1 0.7331618 0
## INFO [11:11:46.142] [bbotk] errors runtime_learners uhash
## INFO [11:11:46.142] [bbotk] 0 0.387 6a6d284b-fe7c-4d97-b86b-effc89d2f78a
## INFO [11:11:46.142] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:46.151] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:46.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:46.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:46.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:46.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:46.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:46.593] [mlr3] Finished benchmark
## INFO [11:11:46.609] [bbotk] Result of batch 121:
## INFO [11:11:46.611] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:46.611] [bbotk] 2 125 TRUE extratrees 0.775 0.6868695 0
## INFO [11:11:46.611] [bbotk] errors runtime_learners uhash
## INFO [11:11:46.611] [bbotk] 0 0.405 66ba3bf3-f94d-4179-9624-0e438f3aa2f8
## INFO [11:11:46.611] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:46.624] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:46.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:46.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:46.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:46.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:46.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:46.782] [mlr3] Finished benchmark
## INFO [11:11:46.795] [bbotk] Result of batch 122:
## INFO [11:11:46.795] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:46.795] [bbotk] 5 500 TRUE gini 0.1 0.6 0
## INFO [11:11:46.795] [bbotk] errors runtime_learners uhash
## INFO [11:11:46.795] [bbotk] 0 0.133 5892a56a-ece0-41e8-bce8-9e3a11230af9
## INFO [11:11:46.796] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:46.805] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:46.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:46.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:47.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:47.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:47.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:47.489] [mlr3] Finished benchmark
## INFO [11:11:47.502] [bbotk] Result of batch 123:
## INFO [11:11:47.503] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:47.503] [bbotk] 2 1 FALSE extratrees 0.325 0.7885595 0
## INFO [11:11:47.503] [bbotk] errors runtime_learners uhash
## INFO [11:11:47.503] [bbotk] 0 0.653 34a6e96c-195c-4fbb-8d7f-2bc709fad5f0
## INFO [11:11:47.503] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:47.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:47.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:47.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:47.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:47.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:47.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:47.750] [mlr3] Finished benchmark
## INFO [11:11:47.775] [bbotk] Result of batch 124:
## INFO [11:11:47.776] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:47.776] [bbotk] 4 500 FALSE gini 1 0.7170034 0
## INFO [11:11:47.776] [bbotk] errors runtime_learners uhash
## INFO [11:11:47.776] [bbotk] 0 0.212 0901f019-ca0d-4f1b-b61f-bed2c3a66276
## INFO [11:11:47.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:47.789] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:47.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:47.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:47.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:47.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:47.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:48.041] [mlr3] Finished benchmark
## INFO [11:11:48.053] [bbotk] Result of batch 125:
## INFO [11:11:48.054] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:48.054] [bbotk] 5 500 FALSE gini 1 0.7207084 0
## INFO [11:11:48.054] [bbotk] errors runtime_learners uhash
## INFO [11:11:48.054] [bbotk] 0 0.223 82f5b672-508e-4bb6-809a-ca8d2acf5e23
## INFO [11:11:48.055] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:48.064] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:48.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:48.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:48.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:48.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:48.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:48.534] [mlr3] Finished benchmark
## INFO [11:11:48.550] [bbotk] Result of batch 126:
## INFO [11:11:48.551] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:48.551] [bbotk] 2 125 FALSE extratrees 1 0.6774355 0
## INFO [11:11:48.551] [bbotk] errors runtime_learners uhash
## INFO [11:11:48.551] [bbotk] 0 0.441 e34bc3a8-3918-4b52-b778-10d671d34da9
## INFO [11:11:48.552] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:48.563] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:48.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:48.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:48.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:48.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:48.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:48.956] [mlr3] Finished benchmark
## INFO [11:11:48.969] [bbotk] Result of batch 127:
## INFO [11:11:48.970] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:48.970] [bbotk] 2 125 FALSE gini 1 0.7141615 0
## INFO [11:11:48.970] [bbotk] errors runtime_learners uhash
## INFO [11:11:48.970] [bbotk] 0 0.367 7456f995-c25b-4ab6-ab4e-798b4f5099b3
## INFO [11:11:48.970] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:48.988] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:48.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:49.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:49.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:49.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:49.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:49.185] [mlr3] Finished benchmark
## INFO [11:11:49.198] [bbotk] Result of batch 128:
## INFO [11:11:49.199] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:49.199] [bbotk] 1 375 FALSE gini 0.1 0.6 0
## INFO [11:11:49.199] [bbotk] errors runtime_learners uhash
## INFO [11:11:49.199] [bbotk] 0 0.163 880cdbe1-27bc-460b-b6ad-1dd9335a84e6
## INFO [11:11:49.199] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:49.209] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:49.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:49.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:49.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:49.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:49.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:49.401] [mlr3] Finished benchmark
## INFO [11:11:49.419] [bbotk] Result of batch 129:
## INFO [11:11:49.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:49.420] [bbotk] 4 375 FALSE extratrees 0.1 0.4867925 0
## INFO [11:11:49.420] [bbotk] errors runtime_learners uhash
## INFO [11:11:49.420] [bbotk] 0 0.167 2a25091f-65ae-4094-8fec-9e0722e9a060
## INFO [11:11:49.420] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:49.433] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:49.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:49.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:50.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:50.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:50.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:50.948] [mlr3] Finished benchmark
## INFO [11:11:50.965] [bbotk] Result of batch 130:
## INFO [11:11:50.966] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:50.966] [bbotk] 5 1 FALSE extratrees 1 0.8623496 0
## INFO [11:11:50.966] [bbotk] errors runtime_learners uhash
## INFO [11:11:50.966] [bbotk] 0 1.478 9842a7ce-3d02-4da9-9392-e81759f73cbf
## INFO [11:11:50.966] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:50.979] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:50.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:51.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:51.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:51.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:51.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:51.656] [mlr3] Finished benchmark
## INFO [11:11:51.669] [bbotk] Result of batch 131:
## INFO [11:11:51.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:51.670] [bbotk] 5 125 TRUE extratrees 1 0.6810767 0
## INFO [11:11:51.670] [bbotk] errors runtime_learners uhash
## INFO [11:11:51.670] [bbotk] 0 0.651 71bf54b2-787a-4dbf-a3ca-59a14056c0ad
## INFO [11:11:51.670] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:51.688] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:51.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:51.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:51.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:51.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:51.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:51.946] [mlr3] Finished benchmark
## INFO [11:11:51.959] [bbotk] Result of batch 132:
## INFO [11:11:51.959] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:51.959] [bbotk] 4 375 FALSE extratrees 0.55 0.7201649 0
## INFO [11:11:51.959] [bbotk] errors runtime_learners uhash
## INFO [11:11:51.959] [bbotk] 0 0.226 2c76fe84-e3e8-48d3-a8f7-1695c537f7c8
## INFO [11:11:51.960] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:51.969] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:51.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:52.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:52.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:52.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:52.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:52.858] [mlr3] Finished benchmark
## INFO [11:11:52.872] [bbotk] Result of batch 133:
## INFO [11:11:52.872] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:52.872] [bbotk] 1 1 TRUE extratrees 0.775 0.7959742 0
## INFO [11:11:52.872] [bbotk] errors runtime_learners uhash
## INFO [11:11:52.872] [bbotk] 0 0.858 6aec34a2-f3d2-4599-af88-cbf850032138
## INFO [11:11:52.873] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:52.882] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:52.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:52.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:52.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:52.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:53.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:53.058] [mlr3] Finished benchmark
## INFO [11:11:53.074] [bbotk] Result of batch 134:
## INFO [11:11:53.075] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:53.075] [bbotk] 1 125 TRUE gini 0.1 0.6 0
## INFO [11:11:53.075] [bbotk] errors runtime_learners uhash
## INFO [11:11:53.075] [bbotk] 0 0.141 60140798-c3c4-4a7f-8e8c-a64cb360d778
## INFO [11:11:53.075] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:53.084] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:53.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:53.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:53.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:53.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:53.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:53.240] [mlr3] Finished benchmark
## INFO [11:11:53.262] [bbotk] Result of batch 135:
## INFO [11:11:53.263] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:53.263] [bbotk] 1 500 FALSE extratrees 0.55 0.6 0
## INFO [11:11:53.263] [bbotk] errors runtime_learners uhash
## INFO [11:11:53.263] [bbotk] 0 0.13 2a6ff7f0-c33a-4ca8-834f-9b3d51923175
## INFO [11:11:53.264] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:53.277] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:53.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:53.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:53.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:53.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:53.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:53.471] [mlr3] Finished benchmark
## INFO [11:11:53.484] [bbotk] Result of batch 136:
## INFO [11:11:53.485] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:53.485] [bbotk] 1 125 FALSE extratrees 0.1 0.6 0
## INFO [11:11:53.485] [bbotk] errors runtime_learners uhash
## INFO [11:11:53.485] [bbotk] 0 0.165 bab495b4-c27c-4b96-91a1-ed164032bfde
## INFO [11:11:53.486] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:53.495] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:53.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:53.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:53.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:53.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:54.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:54.252] [mlr3] Finished benchmark
## INFO [11:11:54.266] [bbotk] Result of batch 137:
## INFO [11:11:54.266] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:54.266] [bbotk] 3 1 FALSE extratrees 0.325 0.7957094 0
## INFO [11:11:54.266] [bbotk] errors runtime_learners uhash
## INFO [11:11:54.266] [bbotk] 0 0.722 7557b62b-c545-4f05-bfc1-eb4bbbc2e9c2
## INFO [11:11:54.267] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:54.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:54.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:54.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:54.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:54.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:54.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:54.561] [mlr3] Finished benchmark
## INFO [11:11:54.574] [bbotk] Result of batch 138:
## INFO [11:11:54.575] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:54.575] [bbotk] 2 125 TRUE gini 0.325 0.6979892 0
## INFO [11:11:54.575] [bbotk] errors runtime_learners uhash
## INFO [11:11:54.575] [bbotk] 0 0.245 6d0f7faa-a350-4b1a-822e-4728d84e5294
## INFO [11:11:54.575] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:54.584] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:54.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:54.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:54.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:54.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:54.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:54.883] [mlr3] Finished benchmark
## INFO [11:11:54.900] [bbotk] Result of batch 139:
## INFO [11:11:54.900] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:54.900] [bbotk] 4 125 TRUE extratrees 0.325 0.7124805 0
## INFO [11:11:54.900] [bbotk] errors runtime_learners uhash
## INFO [11:11:54.900] [bbotk] 0 0.266 c7995796-8ea6-4d35-b8a7-614c31f8d4d6
## INFO [11:11:54.901] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:54.914] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:54.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:55.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:55.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:55.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:55.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:55.349] [mlr3] Finished benchmark
## INFO [11:11:55.373] [bbotk] Result of batch 140:
## INFO [11:11:55.374] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:55.374] [bbotk] 4 250 FALSE extratrees 1 0.6885553 0
## INFO [11:11:55.374] [bbotk] errors runtime_learners uhash
## INFO [11:11:55.374] [bbotk] 0 0.411 afc5febf-5fa4-407c-b575-ee1085abfecd
## INFO [11:11:55.375] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:55.388] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:55.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:55.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:55.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:55.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:55.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:55.768] [mlr3] Finished benchmark
## INFO [11:11:55.781] [bbotk] Result of batch 141:
## INFO [11:11:55.782] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:55.782] [bbotk] 5 375 TRUE gini 1 0.7246192 0
## INFO [11:11:55.782] [bbotk] errors runtime_learners uhash
## INFO [11:11:55.782] [bbotk] 0 0.35 26d318fc-5467-49b9-a9ad-66fcccc30433
## INFO [11:11:55.782] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:55.798] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:55.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:55.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:55.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:55.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:56.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:56.111] [mlr3] Finished benchmark
## INFO [11:11:56.124] [bbotk] Result of batch 142:
## INFO [11:11:56.125] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:56.125] [bbotk] 2 250 FALSE gini 0.775 0.7033752 0
## INFO [11:11:56.125] [bbotk] errors runtime_learners uhash
## INFO [11:11:56.125] [bbotk] 0 0.282 56093115-83e4-4bf3-aac0-55dea82824b5
## INFO [11:11:56.125] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:56.134] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:56.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:56.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:56.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:56.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:56.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:56.350] [mlr3] Finished benchmark
## INFO [11:11:56.367] [bbotk] Result of batch 143:
## INFO [11:11:56.367] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:56.367] [bbotk] 2 500 FALSE gini 0.775 0.6534417 0
## INFO [11:11:56.367] [bbotk] errors runtime_learners uhash
## INFO [11:11:56.367] [bbotk] 0 0.18 303a0459-df4c-4c5d-b11d-3a975e883b92
## INFO [11:11:56.368] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:56.377] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:56.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:56.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:56.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:56.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:56.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:56.869] [mlr3] Finished benchmark
## INFO [11:11:56.885] [bbotk] Result of batch 144:
## INFO [11:11:56.886] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:56.886] [bbotk] 4 125 TRUE gini 0.775 0.7270356 0
## INFO [11:11:56.886] [bbotk] errors runtime_learners uhash
## INFO [11:11:56.886] [bbotk] 0 0.457 d3006299-2ef5-4976-a197-a785db89005f
## INFO [11:11:56.887] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:56.901] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:56.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:56.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:57.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:57.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:57.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:57.195] [mlr3] Finished benchmark
## INFO [11:11:57.215] [bbotk] Result of batch 145:
## INFO [11:11:57.216] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:57.216] [bbotk] 1 125 FALSE extratrees 0.325 0.729192 0
## INFO [11:11:57.216] [bbotk] errors runtime_learners uhash
## INFO [11:11:57.216] [bbotk] 0 0.265 d5b365f7-6be6-4697-8d5d-ff289243d8d7
## INFO [11:11:57.217] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:57.231] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:57.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:57.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:57.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:57.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:57.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:57.609] [mlr3] Finished benchmark
## INFO [11:11:57.622] [bbotk] Result of batch 146:
## INFO [11:11:57.623] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:57.623] [bbotk] 3 125 FALSE extratrees 0.55 0.6886239 0
## INFO [11:11:57.623] [bbotk] errors runtime_learners uhash
## INFO [11:11:57.623] [bbotk] 0 0.349 d0026ef5-7818-497b-ab06-c973dcfd9d98
## INFO [11:11:57.623] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:57.669] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:57.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:57.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:57.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:57.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:57.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:57.857] [mlr3] Finished benchmark
## INFO [11:11:57.873] [bbotk] Result of batch 147:
## INFO [11:11:57.874] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:57.874] [bbotk] 4 375 FALSE gini 0.325 0.6 0
## INFO [11:11:57.874] [bbotk] errors runtime_learners uhash
## INFO [11:11:57.874] [bbotk] 0 0.154 386fd389-bc4b-486c-bb6e-8df6cbe501e8
## INFO [11:11:57.875] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:57.888] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:57.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:57.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:57.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:58.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:58.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:58.076] [mlr3] Finished benchmark
## INFO [11:11:58.089] [bbotk] Result of batch 148:
## INFO [11:11:58.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:58.090] [bbotk] 4 125 FALSE extratrees 0.1 0.8 0
## INFO [11:11:58.090] [bbotk] errors runtime_learners uhash
## INFO [11:11:58.090] [bbotk] 0 0.161 219269b9-0ca8-43f5-a913-69e2561f9c6a
## INFO [11:11:58.091] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:58.108] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:58.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:58.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:58.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:58.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:58.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:58.389] [mlr3] Finished benchmark
## INFO [11:11:58.405] [bbotk] Result of batch 149:
## INFO [11:11:58.406] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:58.406] [bbotk] 2 500 TRUE gini 1 0.697852 0
## INFO [11:11:58.406] [bbotk] errors runtime_learners uhash
## INFO [11:11:58.406] [bbotk] 0 0.244 f952fa8e-aac2-4d47-ae59-2aef9b47b7af
## INFO [11:11:58.406] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:58.418] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:58.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:58.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:58.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:58.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:58.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:58.569] [mlr3] Finished benchmark
## INFO [11:11:58.582] [bbotk] Result of batch 150:
## INFO [11:11:58.583] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:58.583] [bbotk] 5 500 TRUE gini 0.55 0.6 0
## INFO [11:11:58.583] [bbotk] errors runtime_learners uhash
## INFO [11:11:58.583] [bbotk] 0 0.126 258ae3aa-5071-4dc2-ad4f-d3cd8cc9f6af
## INFO [11:11:58.583] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:58.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:58.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:58.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:58.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:58.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:58.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:58.885] [mlr3] Finished benchmark
## INFO [11:11:58.901] [bbotk] Result of batch 151:
## INFO [11:11:58.903] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:58.903] [bbotk] 4 500 TRUE extratrees 0.775 0.7161217 0
## INFO [11:11:58.903] [bbotk] errors runtime_learners uhash
## INFO [11:11:58.903] [bbotk] 0 0.251 45f24ca0-04f1-4fd7-8aa6-1e947c8fc01a
## INFO [11:11:58.903] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:58.914] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:58.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:58.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:59.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:59.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:59.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:59.153] [mlr3] Finished benchmark
## INFO [11:11:59.166] [bbotk] Result of batch 152:
## INFO [11:11:59.167] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:59.167] [bbotk] 1 500 FALSE extratrees 0.775 0.73472 0
## INFO [11:11:59.167] [bbotk] errors runtime_learners uhash
## INFO [11:11:59.167] [bbotk] 0 0.213 75071328-46df-41ac-9283-2f94c777fdaf
## INFO [11:11:59.174] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:59.189] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:59.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:59.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:59.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:59.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:59.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:59.449] [mlr3] Finished benchmark
## INFO [11:11:59.465] [bbotk] Result of batch 153:
## INFO [11:11:59.466] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:59.466] [bbotk] 3 500 FALSE extratrees 0.775 0.7235316 0
## INFO [11:11:59.466] [bbotk] errors runtime_learners uhash
## INFO [11:11:59.466] [bbotk] 0 0.229 df4879d9-90c0-43c1-8762-b01bc9a26d71
## INFO [11:11:59.466] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:59.475] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:59.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:59.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:59.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:59.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:59.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:11:59.741] [mlr3] Finished benchmark
## INFO [11:11:59.762] [bbotk] Result of batch 154:
## INFO [11:11:59.763] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:11:59.763] [bbotk] 1 125 FALSE gini 0.325 0.6905745 0
## INFO [11:11:59.763] [bbotk] errors runtime_learners uhash
## INFO [11:11:59.763] [bbotk] 0 0.24 60c8fb74-6e7c-4fbd-8e57-f38660224789
## INFO [11:11:59.764] [bbotk] Evaluating 1 configuration(s)
## INFO [11:11:59.777] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:11:59.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:11:59.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:11:59.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:11:59.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:11:59.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:00.038] [mlr3] Finished benchmark
## INFO [11:12:00.052] [bbotk] Result of batch 155:
## INFO [11:12:00.053] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:00.053] [bbotk] 1 500 TRUE gini 1 0.6850513 0
## INFO [11:12:00.053] [bbotk] errors runtime_learners uhash
## INFO [11:12:00.053] [bbotk] 0 0.229 c32d3ef4-61d3-47d5-b75e-b86cdff94d14
## INFO [11:12:00.054] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:00.063] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:00.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:00.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:00.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:00.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:01.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:01.239] [mlr3] Finished benchmark
## INFO [11:12:01.256] [bbotk] Result of batch 156:
## INFO [11:12:01.256] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:01.256] [bbotk] 5 1 TRUE gini 1 0.8250844 0
## INFO [11:12:01.256] [bbotk] errors runtime_learners uhash
## INFO [11:12:01.256] [bbotk] 0 1.147 be41e1d9-7de5-44d1-a32f-46ea245e377f
## INFO [11:12:01.257] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:01.271] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:01.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:01.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:01.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:01.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:01.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:01.675] [mlr3] Finished benchmark
## INFO [11:12:01.688] [bbotk] Result of batch 157:
## INFO [11:12:01.689] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:01.689] [bbotk] 4 125 FALSE extratrees 0.55 0.6905107 0
## INFO [11:12:01.689] [bbotk] errors runtime_learners uhash
## INFO [11:12:01.689] [bbotk] 0 0.376 05deef73-6045-4758-b5d5-2bf4f4175a95
## INFO [11:12:01.690] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:01.699] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:01.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:01.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:01.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:01.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:01.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:01.906] [mlr3] Finished benchmark
## INFO [11:12:01.923] [bbotk] Result of batch 158:
## INFO [11:12:01.924] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:01.924] [bbotk] 5 375 FALSE extratrees 0.1 0.6 0
## INFO [11:12:01.924] [bbotk] errors runtime_learners uhash
## INFO [11:12:01.924] [bbotk] 0 0.168 218fb4da-86aa-4275-a825-0003b0d733bc
## INFO [11:12:01.925] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:01.938] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:01.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:01.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:02.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:02.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:02.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:02.108] [mlr3] Finished benchmark
## INFO [11:12:02.121] [bbotk] Result of batch 159:
## INFO [11:12:02.122] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:02.122] [bbotk] 2 375 FALSE gini 0.325 0.6 0
## INFO [11:12:02.122] [bbotk] errors runtime_learners uhash
## INFO [11:12:02.122] [bbotk] 0 0.145 1418c1f3-72b6-4c74-9078-64079817b9ba
## INFO [11:12:02.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:02.141] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:02.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:02.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:02.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:02.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:02.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:02.639] [mlr3] Finished benchmark
## INFO [11:12:02.655] [bbotk] Result of batch 160:
## INFO [11:12:02.656] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:02.656] [bbotk] 5 250 TRUE gini 1 0.7246192 0
## INFO [11:12:02.656] [bbotk] errors runtime_learners uhash
## INFO [11:12:02.656] [bbotk] 0 0.465 5660b883-e86c-43fd-9633-c40b9c59fcd7
## INFO [11:12:02.657] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:02.668] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:02.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:02.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:02.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:02.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:02.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:03.028] [mlr3] Finished benchmark
## INFO [11:12:03.051] [bbotk] Result of batch 161:
## INFO [11:12:03.052] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:03.052] [bbotk] 2 250 FALSE extratrees 1 0.6903097 0
## INFO [11:12:03.052] [bbotk] errors runtime_learners uhash
## INFO [11:12:03.052] [bbotk] 0 0.334 8dbfd501-e486-47c3-9759-20a5e697b06a
## INFO [11:12:03.053] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:03.066] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:03.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:03.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:03.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:03.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:03.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:03.602] [mlr3] Finished benchmark
## INFO [11:12:03.615] [bbotk] Result of batch 162:
## INFO [11:12:03.616] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:03.616] [bbotk] 2 125 TRUE extratrees 1 0.6848503 0
## INFO [11:12:03.616] [bbotk] errors runtime_learners uhash
## INFO [11:12:03.616] [bbotk] 0 0.501 4e7b1ca2-b6f2-48ce-bff7-330c92f2b856
## INFO [11:12:03.617] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:03.626] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:03.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:03.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:04.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:04.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:04.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:04.813] [mlr3] Finished benchmark
## INFO [11:12:04.829] [bbotk] Result of batch 163:
## INFO [11:12:04.830] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:04.830] [bbotk] 5 1 TRUE extratrees 0.775 0.8366062 0
## INFO [11:12:04.830] [bbotk] errors runtime_learners uhash
## INFO [11:12:04.830] [bbotk] 0 1.149 87298f71-8a41-4b92-ac1c-91652b10c4ba
## INFO [11:12:04.831] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:04.843] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:04.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:04.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:04.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:04.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:04.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:05.011] [mlr3] Finished benchmark
## INFO [11:12:05.028] [bbotk] Result of batch 164:
## INFO [11:12:05.028] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:05.028] [bbotk] 4 375 TRUE extratrees 0.1 0.6 0
## INFO [11:12:05.028] [bbotk] errors runtime_learners uhash
## INFO [11:12:05.028] [bbotk] 0 0.142 bccc4448-4e39-4327-bcd9-80aecc15839c
## INFO [11:12:05.029] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:05.042] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:05.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:05.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:05.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:05.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:05.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:05.287] [mlr3] Finished benchmark
## INFO [11:12:05.300] [bbotk] Result of batch 165:
## INFO [11:12:05.301] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:05.301] [bbotk] 5 375 FALSE gini 0.55 0.6550636 0
## INFO [11:12:05.301] [bbotk] errors runtime_learners uhash
## INFO [11:12:05.301] [bbotk] 0 0.211 45575e00-a8ee-45cf-a1bb-6ca59c9e6866
## INFO [11:12:05.301] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:05.310] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:05.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:05.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:05.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:05.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:05.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:05.480] [mlr3] Finished benchmark
## INFO [11:12:05.498] [bbotk] Result of batch 166:
## INFO [11:12:05.498] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:05.498] [bbotk] 1 375 TRUE extratrees 0.325 0.6 0
## INFO [11:12:05.498] [bbotk] errors runtime_learners uhash
## INFO [11:12:05.498] [bbotk] 0 0.132 5f77631a-e338-45a8-9aff-2940978ecc79
## INFO [11:12:05.499] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:05.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:05.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:05.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:05.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:05.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:05.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:05.788] [mlr3] Finished benchmark
## INFO [11:12:05.801] [bbotk] Result of batch 167:
## INFO [11:12:05.802] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:05.802] [bbotk] 5 375 FALSE gini 0.775 0.7170034 0
## INFO [11:12:05.802] [bbotk] errors runtime_learners uhash
## INFO [11:12:05.802] [bbotk] 0 0.251 91aead8e-b7b7-45eb-bcb7-0f37d956960e
## INFO [11:12:05.802] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:05.824] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:05.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:05.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:05.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:05.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:05.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:05.990] [mlr3] Finished benchmark
## INFO [11:12:06.005] [bbotk] Result of batch 168:
## INFO [11:12:06.006] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:06.006] [bbotk] 3 500 TRUE extratrees 0.325 0.6 0
## INFO [11:12:06.006] [bbotk] errors runtime_learners uhash
## INFO [11:12:06.006] [bbotk] 0 0.137 4e158847-0465-4c8a-ba42-10b27de913f4
## INFO [11:12:06.007] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:06.016] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:06.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:06.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:06.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:06.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:06.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:06.550] [mlr3] Finished benchmark
## INFO [11:12:06.567] [bbotk] Result of batch 169:
## INFO [11:12:06.568] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:06.568] [bbotk] 5 125 FALSE gini 0.775 0.7358713 0
## INFO [11:12:06.568] [bbotk] errors runtime_learners uhash
## INFO [11:12:06.568] [bbotk] 0 0.507 2ccfca51-16e6-4f1e-b7a6-cc31cb57f38c
## INFO [11:12:06.568] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:06.582] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:06.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:06.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:06.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:06.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:06.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:06.785] [mlr3] Finished benchmark
## INFO [11:12:06.798] [bbotk] Result of batch 170:
## INFO [11:12:06.799] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:06.799] [bbotk] 1 375 TRUE gini 0.55 0.658901 0
## INFO [11:12:06.799] [bbotk] errors runtime_learners uhash
## INFO [11:12:06.799] [bbotk] 0 0.175 b9913767-07fb-43a8-a08a-858f7d55a467
## INFO [11:12:06.800] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:06.809] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:06.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:06.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:06.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:06.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:06.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:06.989] [mlr3] Finished benchmark
## INFO [11:12:07.005] [bbotk] Result of batch 171:
## INFO [11:12:07.006] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:07.006] [bbotk] 1 250 TRUE gini 0.1 0.6 0
## INFO [11:12:07.006] [bbotk] errors runtime_learners uhash
## INFO [11:12:07.006] [bbotk] 0 0.138 73afd100-b75f-4f03-be3d-202ec65a12c4
## INFO [11:12:07.007] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:07.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:07.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:07.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:07.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:07.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:07.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:07.424] [mlr3] Finished benchmark
## INFO [11:12:07.442] [bbotk] Result of batch 172:
## INFO [11:12:07.443] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:07.443] [bbotk] 4 125 TRUE extratrees 0.55 0.6904421 0
## INFO [11:12:07.443] [bbotk] errors runtime_learners uhash
## INFO [11:12:07.443] [bbotk] 0 0.382 2a21cb8f-b8cc-4145-988b-458edc902ab3
## INFO [11:12:07.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:07.456] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:07.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:07.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:07.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:07.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:07.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:07.773] [mlr3] Finished benchmark
## INFO [11:12:07.786] [bbotk] Result of batch 173:
## INFO [11:12:07.787] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:07.787] [bbotk] 5 250 FALSE extratrees 0.55 0.7197581 0
## INFO [11:12:07.787] [bbotk] errors runtime_learners uhash
## INFO [11:12:07.787] [bbotk] 0 0.287 822054d6-4cbd-48ab-b4b0-0398144815b0
## INFO [11:12:07.788] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:07.797] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:07.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:07.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:07.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:07.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:08.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:08.082] [mlr3] Finished benchmark
## INFO [11:12:08.098] [bbotk] Result of batch 174:
## INFO [11:12:08.099] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:08.099] [bbotk] 2 375 TRUE gini 0.775 0.697852 0
## INFO [11:12:08.099] [bbotk] errors runtime_learners uhash
## INFO [11:12:08.099] [bbotk] 0 0.251 9eb36c9b-937c-4037-b632-45403dffff70
## INFO [11:12:08.100] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:08.113] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:08.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:08.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:08.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:08.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:08.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:08.312] [mlr3] Finished benchmark
## INFO [11:12:08.337] [bbotk] Result of batch 175:
## INFO [11:12:08.339] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:08.339] [bbotk] 4 250 TRUE extratrees 0.325 0.6958376 0
## INFO [11:12:08.339] [bbotk] errors runtime_learners uhash
## INFO [11:12:08.339] [bbotk] 0 0.173 ed69030b-6a29-49b6-b053-508b1a99730f
## INFO [11:12:08.339] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:08.352] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:08.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:08.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:08.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:08.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:08.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:08.694] [mlr3] Finished benchmark
## INFO [11:12:08.708] [bbotk] Result of batch 176:
## INFO [11:12:08.708] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:08.708] [bbotk] 4 500 TRUE extratrees 1 0.7216448 0
## INFO [11:12:08.708] [bbotk] errors runtime_learners uhash
## INFO [11:12:08.708] [bbotk] 0 0.312 8cc09533-9c21-4fd1-b583-3bb9ec283c67
## INFO [11:12:08.709] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:08.718] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:08.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:08.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:08.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:09.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:09.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:09.280] [mlr3] Finished benchmark
## INFO [11:12:09.297] [bbotk] Result of batch 177:
## INFO [11:12:09.298] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:09.298] [bbotk] 4 125 TRUE gini 1 0.732696 0
## INFO [11:12:09.298] [bbotk] errors runtime_learners uhash
## INFO [11:12:09.298] [bbotk] 0 0.533 637be13f-0c12-433d-9592-42b5dba9bcc5
## INFO [11:12:09.299] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:09.313] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:09.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:09.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:09.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:09.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:09.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:09.893] [mlr3] Finished benchmark
## INFO [11:12:09.911] [bbotk] Result of batch 178:
## INFO [11:12:09.912] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:09.912] [bbotk] 3 125 TRUE extratrees 1 0.6829635 0
## INFO [11:12:09.912] [bbotk] errors runtime_learners uhash
## INFO [11:12:09.912] [bbotk] 0 0.552 ad40fc4f-f6f7-4bd7-a41a-9dde5419dbdb
## INFO [11:12:09.912] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:09.925] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:09.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:09.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:10.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:10.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:10.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:10.264] [mlr3] Finished benchmark
## INFO [11:12:10.277] [bbotk] Result of batch 179:
## INFO [11:12:10.278] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:10.278] [bbotk] 5 125 FALSE gini 0.325 0.7051982 0
## INFO [11:12:10.278] [bbotk] errors runtime_learners uhash
## INFO [11:12:10.278] [bbotk] 0 0.308 2e75e1c7-8870-4ecd-91f2-8b8164ce92c0
## INFO [11:12:10.279] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:10.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:10.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:10.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:10.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:10.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:10.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:10.620] [mlr3] Finished benchmark
## INFO [11:12:10.636] [bbotk] Result of batch 180:
## INFO [11:12:10.637] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:10.637] [bbotk] 5 500 FALSE extratrees 1 0.7253498 0
## INFO [11:12:10.637] [bbotk] errors runtime_learners uhash
## INFO [11:12:10.637] [bbotk] 0 0.301 e00858bb-d5d5-4bce-be30-873dc48f67c8
## INFO [11:12:10.638] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:10.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:10.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:10.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:10.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:10.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:10.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:10.881] [mlr3] Finished benchmark
## INFO [11:12:10.899] [bbotk] Result of batch 181:
## INFO [11:12:10.900] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:10.900] [bbotk] 3 375 FALSE gini 0.1 0.8 0
## INFO [11:12:10.900] [bbotk] errors runtime_learners uhash
## INFO [11:12:10.900] [bbotk] 0 0.163 9a9af05d-f47f-4758-a12d-a93e360dd5e0
## INFO [11:12:10.901] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:10.916] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:10.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:10.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:11.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:11.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:11.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:11.131] [mlr3] Finished benchmark
## INFO [11:12:11.145] [bbotk] Result of batch 182:
## INFO [11:12:11.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:11.146] [bbotk] 4 250 TRUE gini 0.325 0.6531769 0
## INFO [11:12:11.146] [bbotk] errors runtime_learners uhash
## INFO [11:12:11.146] [bbotk] 0 0.184 6b4578ae-ef3d-4cf3-8108-5138408930af
## INFO [11:12:11.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:11.156] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:11.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:11.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:11.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:11.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:11.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:11.700] [mlr3] Finished benchmark
## INFO [11:12:11.718] [bbotk] Result of batch 183:
## INFO [11:12:11.719] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:11.719] [bbotk] 2 1 TRUE gini 0.325 0.7901766 0
## INFO [11:12:11.719] [bbotk] errors runtime_learners uhash
## INFO [11:12:11.719] [bbotk] 0 0.513 a69dcb30-6ae1-40f6-9884-98ab21d72498
## INFO [11:12:11.719] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:11.733] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:11.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:11.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:11.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:11.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:11.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:11.997] [mlr3] Finished benchmark
## INFO [11:12:12.010] [bbotk] Result of batch 184:
## INFO [11:12:12.011] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:12.011] [bbotk] 4 500 FALSE extratrees 0.775 0.7216448 0
## INFO [11:12:12.011] [bbotk] errors runtime_learners uhash
## INFO [11:12:12.011] [bbotk] 0 0.233 fc3cb0a1-e3a2-4839-90b1-f3143a4671be
## INFO [11:12:12.011] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:12.020] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:12.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:12.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:12.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:12.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:12.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:12.847] [mlr3] Finished benchmark
## INFO [11:12:12.864] [bbotk] Result of batch 185:
## INFO [11:12:12.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:12.865] [bbotk] 2 1 TRUE extratrees 0.55 0.8071578 0
## INFO [11:12:12.865] [bbotk] errors runtime_learners uhash
## INFO [11:12:12.865] [bbotk] 0 0.795 c080d0f1-4f68-4898-820f-ad9e4d9d7469
## INFO [11:12:12.866] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:12.877] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:12.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:13.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:13.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:13.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:13.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:13.601] [mlr3] Finished benchmark
## INFO [11:12:13.618] [bbotk] Result of batch 186:
## INFO [11:12:13.619] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:13.619] [bbotk] 5 1 TRUE extratrees 0.325 0.7957046 0
## INFO [11:12:13.619] [bbotk] errors runtime_learners uhash
## INFO [11:12:13.619] [bbotk] 0 0.693 da6486fc-168f-4142-895f-b524e0891eee
## INFO [11:12:13.620] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:13.634] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:13.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:13.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:13.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:13.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:13.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:13.926] [mlr3] Finished benchmark
## INFO [11:12:13.949] [bbotk] Result of batch 187:
## INFO [11:12:13.949] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:13.949] [bbotk] 3 250 FALSE extratrees 0.55 0.7252174 0
## INFO [11:12:13.949] [bbotk] errors runtime_learners uhash
## INFO [11:12:13.949] [bbotk] 0 0.266 c6d89d80-70f6-4642-93c3-02301ba5b7c8
## INFO [11:12:13.950] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:13.966] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:13.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:14.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:14.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:14.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:14.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:14.138] [mlr3] Finished benchmark
## INFO [11:12:14.155] [bbotk] Result of batch 188:
## INFO [11:12:14.156] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:14.156] [bbotk] 1 500 TRUE gini 0.1 0.6 0
## INFO [11:12:14.156] [bbotk] errors runtime_learners uhash
## INFO [11:12:14.156] [bbotk] 0 0.141 3dae4937-b802-4cf7-9df1-bba23e606adf
## INFO [11:12:14.157] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:14.166] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:14.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:14.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:14.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:14.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:14.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:15.119] [mlr3] Finished benchmark
## INFO [11:12:15.137] [bbotk] Result of batch 189:
## INFO [11:12:15.138] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:15.138] [bbotk] 2 1 FALSE gini 1 0.8327002 0
## INFO [11:12:15.138] [bbotk] errors runtime_learners uhash
## INFO [11:12:15.138] [bbotk] 0 0.921 1bd2c12d-25c4-45d7-b698-5be83dc0e4e6
## INFO [11:12:15.138] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:15.152] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:15.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:15.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:15.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:15.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:15.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:15.475] [mlr3] Finished benchmark
## INFO [11:12:15.494] [bbotk] Result of batch 190:
## INFO [11:12:15.495] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:15.495] [bbotk] 2 500 TRUE extratrees 1 0.7309464 0
## INFO [11:12:15.495] [bbotk] errors runtime_learners uhash
## INFO [11:12:15.495] [bbotk] 0 0.287 aad35caf-193c-4dae-924e-e0b78c588831
## INFO [11:12:15.495] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:15.509] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:15.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:15.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:15.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:15.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:15.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:16.113] [mlr3] Finished benchmark
## INFO [11:12:16.132] [bbotk] Result of batch 191:
## INFO [11:12:16.133] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:16.133] [bbotk] 1 1 TRUE gini 0.55 0.7957684 0
## INFO [11:12:16.133] [bbotk] errors runtime_learners uhash
## INFO [11:12:16.133] [bbotk] 0 0.573 ad7cc599-bd61-4183-818c-1d39f1a8377e
## INFO [11:12:16.134] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:16.148] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:16.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:16.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:16.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:16.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:16.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:16.314] [mlr3] Finished benchmark
## INFO [11:12:16.327] [bbotk] Result of batch 192:
## INFO [11:12:16.328] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:16.328] [bbotk] 1 500 TRUE gini 0.325 0.6 0
## INFO [11:12:16.328] [bbotk] errors runtime_learners uhash
## INFO [11:12:16.328] [bbotk] 0 0.135 2f0d4aed-08d3-4a87-87fb-14a450bfae4b
## INFO [11:12:16.328] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:16.344] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:16.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:16.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:16.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:16.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:17.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:17.258] [mlr3] Finished benchmark
## INFO [11:12:17.274] [bbotk] Result of batch 193:
## INFO [11:12:17.275] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:17.275] [bbotk] 4 1 TRUE extratrees 0.55 0.8196985 0
## INFO [11:12:17.275] [bbotk] errors runtime_learners uhash
## INFO [11:12:17.275] [bbotk] 0 0.878 7f0879f3-ebe0-4f2c-9fed-ee2730f1aaba
## INFO [11:12:17.276] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:17.294] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:17.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:17.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:17.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:17.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:17.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:17.566] [mlr3] Finished benchmark
## INFO [11:12:17.583] [bbotk] Result of batch 194:
## INFO [11:12:17.584] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:17.584] [bbotk] 1 500 TRUE extratrees 0.775 0.7365382 0
## INFO [11:12:17.584] [bbotk] errors runtime_learners uhash
## INFO [11:12:17.584] [bbotk] 0 0.239 360a0fd1-8941-45c2-9c02-b80420d9df27
## INFO [11:12:17.584] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:17.597] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:17.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:17.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:17.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:17.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:17.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:17.810] [mlr3] Finished benchmark
## INFO [11:12:17.828] [bbotk] Result of batch 195:
## INFO [11:12:17.829] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:17.829] [bbotk] 3 250 TRUE extratrees 0.325 0.7106671 0
## INFO [11:12:17.829] [bbotk] errors runtime_learners uhash
## INFO [11:12:17.829] [bbotk] 0 0.176 d94d3009-4b58-47c1-b223-1df733a3c9f5
## INFO [11:12:17.829] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:17.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:17.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:17.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:17.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:18.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:18.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:18.187] [mlr3] Finished benchmark
## INFO [11:12:18.212] [bbotk] Result of batch 196:
## INFO [11:12:18.213] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:18.213] [bbotk] 1 1 TRUE gini 0.1 0.7238603 0
## INFO [11:12:18.213] [bbotk] errors runtime_learners uhash
## INFO [11:12:18.213] [bbotk] 0 0.314 4f855b7c-6fdf-4572-a8da-4f381474dd2c
## INFO [11:12:18.214] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:18.231] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:18.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:18.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:18.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:18.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:18.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:18.470] [mlr3] Finished benchmark
## INFO [11:12:18.484] [bbotk] Result of batch 197:
## INFO [11:12:18.485] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:18.485] [bbotk] 4 500 TRUE gini 0.775 0.6550636 0
## INFO [11:12:18.485] [bbotk] errors runtime_learners uhash
## INFO [11:12:18.485] [bbotk] 0 0.207 37610368-3955-452d-8f9d-1f4765f628a2
## INFO [11:12:18.485] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:18.494] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:18.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:18.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:18.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:18.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:18.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:18.702] [mlr3] Finished benchmark
## INFO [11:12:18.720] [bbotk] Result of batch 198:
## INFO [11:12:18.721] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:18.721] [bbotk] 1 250 TRUE gini 0.325 0.6645614 0
## INFO [11:12:18.721] [bbotk] errors runtime_learners uhash
## INFO [11:12:18.721] [bbotk] 0 0.172 8b79a893-2713-41ef-bc7f-9ef012b23d09
## INFO [11:12:18.722] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:18.735] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:18.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:18.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:18.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:18.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:18.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:18.934] [mlr3] Finished benchmark
## INFO [11:12:18.954] [bbotk] Result of batch 199:
## INFO [11:12:18.955] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:18.955] [bbotk] 5 500 FALSE gini 0.1 0.6 0
## INFO [11:12:18.955] [bbotk] errors runtime_learners uhash
## INFO [11:12:18.955] [bbotk] 0 0.17 c432feb2-4b4d-4e73-95bb-eecdcd5e0d74
## INFO [11:12:18.956] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:18.968] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:18.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:19.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:19.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:19.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:19.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:19.357] [mlr3] Finished benchmark
## INFO [11:12:19.379] [bbotk] Result of batch 200:
## INFO [11:12:19.380] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:19.380] [bbotk] 3 125 TRUE gini 0.55 0.7105251 0
## INFO [11:12:19.380] [bbotk] errors runtime_learners uhash
## INFO [11:12:19.380] [bbotk] 0 0.358 2b746b52-f7de-4f6a-8e00-3891373a3abc
## INFO [11:12:19.380] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:19.396] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:19.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:19.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:19.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:19.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:19.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:19.582] [mlr3] Finished benchmark
## INFO [11:12:19.599] [bbotk] Result of batch 201:
## INFO [11:12:19.600] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:19.600] [bbotk] 2 375 FALSE extratrees 0.325 0.6 0
## INFO [11:12:19.600] [bbotk] errors runtime_learners uhash
## INFO [11:12:19.600] [bbotk] 0 0.153 6b5e48e3-74e3-48ab-8b27-4db999295ca2
## INFO [11:12:19.600] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:19.610] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:19.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:19.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:19.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:19.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:19.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:19.787] [mlr3] Finished benchmark
## INFO [11:12:19.805] [bbotk] Result of batch 202:
## INFO [11:12:19.806] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:19.806] [bbotk] 2 500 FALSE extratrees 0.55 0.6 0
## INFO [11:12:19.806] [bbotk] errors runtime_learners uhash
## INFO [11:12:19.806] [bbotk] 0 0.147 9ecf5c7c-6a27-46e6-b15b-93500bfce521
## INFO [11:12:19.807] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:19.819] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:19.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:19.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:19.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:19.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:20.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:20.099] [mlr3] Finished benchmark
## INFO [11:12:20.119] [bbotk] Result of batch 203:
## INFO [11:12:20.120] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:20.120] [bbotk] 2 250 TRUE gini 0.55 0.6979206 0
## INFO [11:12:20.120] [bbotk] errors runtime_learners uhash
## INFO [11:12:20.120] [bbotk] 0 0.245 daf971cc-23da-454e-be8b-303c3d42212b
## INFO [11:12:20.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:20.133] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:20.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:20.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:20.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:20.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:20.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:20.328] [mlr3] Finished benchmark
## INFO [11:12:20.349] [bbotk] Result of batch 204:
## INFO [11:12:20.350] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:20.350] [bbotk] 1 125 FALSE gini 0.1 0.6 0
## INFO [11:12:20.350] [bbotk] errors runtime_learners uhash
## INFO [11:12:20.350] [bbotk] 0 0.163 955812f2-7292-4cc4-819d-0045f39509c0
## INFO [11:12:20.351] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:20.366] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:20.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:20.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:20.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:20.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:20.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:20.654] [mlr3] Finished benchmark
## INFO [11:12:20.671] [bbotk] Result of batch 205:
## INFO [11:12:20.672] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:20.672] [bbotk] 2 375 FALSE extratrees 0.775 0.729192 0
## INFO [11:12:20.672] [bbotk] errors runtime_learners uhash
## INFO [11:12:20.672] [bbotk] 0 0.256 7de11520-b4c3-4cc1-bd7d-7b4ac8ebf482
## INFO [11:12:20.672] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:20.681] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:20.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:20.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:20.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:21.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:21.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:21.442] [mlr3] Finished benchmark
## INFO [11:12:21.459] [bbotk] Result of batch 206:
## INFO [11:12:21.460] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:21.460] [bbotk] 1 1 TRUE gini 1 0.8087749 0
## INFO [11:12:21.460] [bbotk] errors runtime_learners uhash
## INFO [11:12:21.460] [bbotk] 0 0.725 d6fb3a75-c274-4cd3-95cb-ae009ea2ae11
## INFO [11:12:21.461] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:21.481] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:21.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:21.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:21.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:21.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:21.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:21.651] [mlr3] Finished benchmark
## INFO [11:12:21.668] [bbotk] Result of batch 207:
## INFO [11:12:21.669] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:21.669] [bbotk] 1 500 TRUE extratrees 0.325 0.6 0
## INFO [11:12:21.669] [bbotk] errors runtime_learners uhash
## INFO [11:12:21.669] [bbotk] 0 0.136 1d7fdedb-d0a9-442d-954d-2aece986e40d
## INFO [11:12:21.670] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:21.679] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:21.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:21.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:21.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:21.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:21.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:22.011] [mlr3] Finished benchmark
## INFO [11:12:22.032] [bbotk] Result of batch 208:
## INFO [11:12:22.033] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:22.033] [bbotk] 3 375 FALSE gini 1 0.7177978 0
## INFO [11:12:22.033] [bbotk] errors runtime_learners uhash
## INFO [11:12:22.033] [bbotk] 0 0.301 a92e5c96-a9af-4234-9e9e-79fe54d10603
## INFO [11:12:22.034] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:22.047] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:22.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:22.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:22.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:22.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:22.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:22.402] [mlr3] Finished benchmark
## INFO [11:12:22.416] [bbotk] Result of batch 209:
## INFO [11:12:22.417] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:22.417] [bbotk] 2 250 TRUE extratrees 0.775 0.7070163 0
## INFO [11:12:22.417] [bbotk] errors runtime_learners uhash
## INFO [11:12:22.417] [bbotk] 0 0.322 f2447222-f798-475f-955a-25c407034ca6
## INFO [11:12:22.417] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:22.435] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:22.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:22.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:22.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:22.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:22.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:22.775] [mlr3] Finished benchmark
## INFO [11:12:22.794] [bbotk] Result of batch 210:
## INFO [11:12:22.794] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:22.794] [bbotk] 5 250 FALSE gini 0.55 0.7245506 0
## INFO [11:12:22.794] [bbotk] errors runtime_learners uhash
## INFO [11:12:22.794] [bbotk] 0 0.307 c885abf1-83ab-47f4-94e7-2135d84bbf15
## INFO [11:12:22.795] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:22.809] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:22.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:22.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:22.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:23.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:23.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:23.161] [mlr3] Finished benchmark
## INFO [11:12:23.175] [bbotk] Result of batch 211:
## INFO [11:12:23.176] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:23.176] [bbotk] 1 125 FALSE extratrees 0.55 0.6996112 0
## INFO [11:12:23.176] [bbotk] errors runtime_learners uhash
## INFO [11:12:23.176] [bbotk] 0 0.32 c55fe159-7d2f-43f0-a3d0-d6b1a2a6aa60
## INFO [11:12:23.363] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:23.372] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:23.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:23.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:23.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:23.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:23.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:23.558] [mlr3] Finished benchmark
## INFO [11:12:23.571] [bbotk] Result of batch 212:
## INFO [11:12:23.572] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:23.572] [bbotk] 2 250 FALSE extratrees 0.1 0.2 0
## INFO [11:12:23.572] [bbotk] errors runtime_learners uhash
## INFO [11:12:23.572] [bbotk] 0 0.162 5b9ac88a-9c7a-4395-bd37-1c623cc66741
## INFO [11:12:23.572] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:23.581] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:23.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:23.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:23.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:23.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:23.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:23.848] [mlr3] Finished benchmark
## INFO [11:12:23.868] [bbotk] Result of batch 213:
## INFO [11:12:23.869] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:23.869] [bbotk] 2 500 FALSE extratrees 1 0.7327646 0
## INFO [11:12:23.869] [bbotk] errors runtime_learners uhash
## INFO [11:12:23.869] [bbotk] 0 0.241 1d1da4ac-8a65-4bc4-9c73-e971514142d9
## INFO [11:12:23.869] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:23.878] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:23.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:23.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:23.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:23.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:24.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:24.046] [mlr3] Finished benchmark
## INFO [11:12:24.060] [bbotk] Result of batch 214:
## INFO [11:12:24.060] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:24.060] [bbotk] 2 500 FALSE gini 0.325 0.6 0
## INFO [11:12:24.060] [bbotk] errors runtime_learners uhash
## INFO [11:12:24.060] [bbotk] 0 0.143 9f4e3286-a271-442f-a58b-88355cf96fc5
## INFO [11:12:24.061] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:24.070] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:24.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:24.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:24.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:24.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:24.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:24.640] [mlr3] Finished benchmark
## INFO [11:12:24.653] [bbotk] Result of batch 215:
## INFO [11:12:24.654] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:24.654] [bbotk] 3 1 TRUE gini 0.325 0.7880888 0
## INFO [11:12:24.654] [bbotk] errors runtime_learners uhash
## INFO [11:12:24.654] [bbotk] 0 0.547 a3211c6a-25c9-470f-b92a-ff1c68ff5349
## INFO [11:12:24.655] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:24.664] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:24.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:24.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:24.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:24.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:24.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:24.892] [mlr3] Finished benchmark
## INFO [11:12:24.906] [bbotk] Result of batch 216:
## INFO [11:12:24.907] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:24.907] [bbotk] 3 500 FALSE gini 1 0.7122747 0
## INFO [11:12:24.907] [bbotk] errors runtime_learners uhash
## INFO [11:12:24.907] [bbotk] 0 0.205 e1953186-e1e6-4290-8b0d-a4920c13c654
## INFO [11:12:24.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:24.916] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:24.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:24.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:24.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:25.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:25.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:25.111] [mlr3] Finished benchmark
## INFO [11:12:25.124] [bbotk] Result of batch 217:
## INFO [11:12:25.125] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:25.125] [bbotk] 5 125 FALSE extratrees 0.1 0.6 0
## INFO [11:12:25.125] [bbotk] errors runtime_learners uhash
## INFO [11:12:25.125] [bbotk] 0 0.17 0c414227-9a5d-41a2-a4d0-e45f924c83bf
## INFO [11:12:25.126] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:25.134] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:25.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:25.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:25.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:25.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:25.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:25.288] [mlr3] Finished benchmark
## INFO [11:12:25.302] [bbotk] Result of batch 218:
## INFO [11:12:25.302] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:25.302] [bbotk] 2 500 TRUE gini 0.325 0.6 0
## INFO [11:12:25.302] [bbotk] errors runtime_learners uhash
## INFO [11:12:25.302] [bbotk] 0 0.129 6c71b0a6-fbc2-4b00-aa53-5ca17bf9554a
## INFO [11:12:25.303] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:25.312] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:25.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:25.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:25.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:25.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:25.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:25.759] [mlr3] Finished benchmark
## INFO [11:12:25.772] [bbotk] Result of batch 219:
## INFO [11:12:25.773] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:25.773] [bbotk] 2 125 TRUE gini 1 0.7126081 0
## INFO [11:12:25.773] [bbotk] errors runtime_learners uhash
## INFO [11:12:25.773] [bbotk] 0 0.416 2bef9175-286f-4215-a82d-0b76a074ef45
## INFO [11:12:25.773] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:25.782] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:25.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:25.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:25.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:25.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:26.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:26.082] [mlr3] Finished benchmark
## INFO [11:12:26.096] [bbotk] Result of batch 220:
## INFO [11:12:26.097] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:26.097] [bbotk] 5 500 TRUE gini 1 0.7227324 0
## INFO [11:12:26.097] [bbotk] errors runtime_learners uhash
## INFO [11:12:26.097] [bbotk] 0 0.276 ff4b1102-ad24-4b34-a461-512815301517
## INFO [11:12:26.097] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:26.106] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:26.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:26.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:26.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:26.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:26.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:27.157] [mlr3] Finished benchmark
## INFO [11:12:27.170] [bbotk] Result of batch 221:
## INFO [11:12:27.171] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:27.171] [bbotk] 4 1 FALSE gini 0.775 0.8269074 0
## INFO [11:12:27.171] [bbotk] errors runtime_learners uhash
## INFO [11:12:27.171] [bbotk] 0 1.022 86d491ac-8676-458d-9322-1ab9e4007198
## INFO [11:12:27.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:27.180] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:27.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:27.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:27.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:27.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:27.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:27.448] [mlr3] Finished benchmark
## INFO [11:12:27.461] [bbotk] Result of batch 222:
## INFO [11:12:27.462] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:27.462] [bbotk] 3 500 TRUE extratrees 0.775 0.7328332 0
## INFO [11:12:27.462] [bbotk] errors runtime_learners uhash
## INFO [11:12:27.462] [bbotk] 0 0.235 830d6994-b95d-498b-85f2-569f8578f084
## INFO [11:12:27.462] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:27.471] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:27.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:27.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:27.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:28.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:28.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:28.402] [mlr3] Finished benchmark
## INFO [11:12:28.415] [bbotk] Result of batch 223:
## INFO [11:12:28.416] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:28.416] [bbotk] 1 1 FALSE extratrees 0.775 0.8126171 0
## INFO [11:12:28.416] [bbotk] errors runtime_learners uhash
## INFO [11:12:28.416] [bbotk] 0 0.905 94784e14-db2a-463a-be76-cafe80876696
## INFO [11:12:28.417] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:28.426] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:28.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:28.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:28.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:28.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:28.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:28.745] [mlr3] Finished benchmark
## INFO [11:12:28.767] [bbotk] Result of batch 224:
## INFO [11:12:28.767] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:28.767] [bbotk] 2 250 FALSE gini 1 0.7014836 0
## INFO [11:12:28.767] [bbotk] errors runtime_learners uhash
## INFO [11:12:28.767] [bbotk] 0 0.295 7aef0cef-f328-4223-a5ed-37aae084bc95
## INFO [11:12:28.768] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:28.777] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:28.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:28.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:28.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:29.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:29.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:29.237] [mlr3] Finished benchmark
## INFO [11:12:29.250] [bbotk] Result of batch 225:
## INFO [11:12:29.251] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:29.251] [bbotk] 5 125 FALSE gini 0.55 0.7283928 0
## INFO [11:12:29.251] [bbotk] errors runtime_learners uhash
## INFO [11:12:29.251] [bbotk] 0 0.434 c0aaad4f-c03f-4204-91f7-7e8ba9f93b66
## INFO [11:12:29.252] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:29.260] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:29.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:29.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:29.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:29.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:29.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:29.892] [mlr3] Finished benchmark
## INFO [11:12:29.905] [bbotk] Result of batch 226:
## INFO [11:12:29.906] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:29.906] [bbotk] 1 1 FALSE gini 0.55 0.7959008 0
## INFO [11:12:29.906] [bbotk] errors runtime_learners uhash
## INFO [11:12:29.906] [bbotk] 0 0.598 d5aa5f04-6593-484f-a1cf-f2ea6a99c43b
## INFO [11:12:29.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:29.915] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:29.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:30.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:30.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:30.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:30.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:31.081] [mlr3] Finished benchmark
## INFO [11:12:31.102] [bbotk] Result of batch 227:
## INFO [11:12:31.103] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:31.103] [bbotk] 3 1 TRUE extratrees 1 0.8330974 0
## INFO [11:12:31.103] [bbotk] errors runtime_learners uhash
## INFO [11:12:31.103] [bbotk] 0 1.139 b402de6a-c745-4711-bbf9-789ffba6debd
## INFO [11:12:31.103] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:31.112] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:31.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:31.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:31.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:31.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:32.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:32.384] [mlr3] Finished benchmark
## INFO [11:12:32.397] [bbotk] Result of batch 228:
## INFO [11:12:32.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:32.398] [bbotk] 5 1 FALSE extratrees 0.775 0.8512347 0
## INFO [11:12:32.398] [bbotk] errors runtime_learners uhash
## INFO [11:12:32.398] [bbotk] 0 1.245 a9920677-2d7a-470b-8e5e-df343d287497
## INFO [11:12:32.399] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:32.407] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:32.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:32.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:32.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:32.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:32.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:33.100] [mlr3] Finished benchmark
## INFO [11:12:33.113] [bbotk] Result of batch 229:
## INFO [11:12:33.114] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:33.114] [bbotk] 1 1 TRUE gini 0.775 0.8014288 0
## INFO [11:12:33.114] [bbotk] errors runtime_learners uhash
## INFO [11:12:33.114] [bbotk] 0 0.636 2b26f8a1-36cf-4164-9bd4-fa14170ba9e5
## INFO [11:12:33.115] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:33.124] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:33.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:33.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:33.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:33.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:33.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:33.608] [mlr3] Finished benchmark
## INFO [11:12:33.631] [bbotk] Result of batch 230:
## INFO [11:12:33.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:33.632] [bbotk] 5 250 FALSE extratrees 1 0.6885553 0
## INFO [11:12:33.632] [bbotk] errors runtime_learners uhash
## INFO [11:12:33.632] [bbotk] 0 0.458 8c437a67-a1d6-45fa-a6da-0ef9a144fc85
## INFO [11:12:33.632] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:33.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:33.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:33.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:33.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:33.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:33.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:34.022] [mlr3] Finished benchmark
## INFO [11:12:34.035] [bbotk] Result of batch 231:
## INFO [11:12:34.036] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:34.036] [bbotk] 1 125 FALSE extratrees 0.775 0.6904421 0
## INFO [11:12:34.036] [bbotk] errors runtime_learners uhash
## INFO [11:12:34.036] [bbotk] 0 0.353 27c6c1c8-885c-4872-bd28-6c6409339798
## INFO [11:12:34.037] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:34.046] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:34.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:34.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:34.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:34.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:34.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:34.810] [mlr3] Finished benchmark
## INFO [11:12:34.824] [bbotk] Result of batch 232:
## INFO [11:12:34.825] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:34.825] [bbotk] 5 1 FALSE extratrees 0.325 0.8012326 0
## INFO [11:12:34.825] [bbotk] errors runtime_learners uhash
## INFO [11:12:34.825] [bbotk] 0 0.726 3bd27735-a90c-4978-a839-8a0beea5048e
## INFO [11:12:34.826] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:34.835] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:34.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:34.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:34.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:34.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:35.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:35.071] [mlr3] Finished benchmark
## INFO [11:12:35.084] [bbotk] Result of batch 233:
## INFO [11:12:35.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:35.085] [bbotk] 5 250 FALSE gini 0.325 0.6531769 0
## INFO [11:12:35.085] [bbotk] errors runtime_learners uhash
## INFO [11:12:35.085] [bbotk] 0 0.212 a6ffd6fa-f426-4e92-80f0-c758097fe085
## INFO [11:12:35.086] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:35.103] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:35.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:35.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:35.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:35.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:35.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:35.467] [mlr3] Finished benchmark
## INFO [11:12:35.480] [bbotk] Result of batch 234:
## INFO [11:12:35.481] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:35.481] [bbotk] 3 250 TRUE extratrees 0.775 0.6978568 0
## INFO [11:12:35.481] [bbotk] errors runtime_learners uhash
## INFO [11:12:35.481] [bbotk] 0 0.336 de433893-8a54-4c54-9f97-62bcbd748389
## INFO [11:12:35.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:35.490] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:35.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:35.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:35.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:35.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:35.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:35.646] [mlr3] Finished benchmark
## INFO [11:12:35.669] [bbotk] Result of batch 235:
## INFO [11:12:35.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:35.670] [bbotk] 5 375 TRUE gini 0.1 0.6 0
## INFO [11:12:35.670] [bbotk] errors runtime_learners uhash
## INFO [11:12:35.670] [bbotk] 0 0.132 fd86f84b-2689-4a72-a652-0bfaf11d436a
## INFO [11:12:35.671] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:35.681] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:35.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:35.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:35.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:35.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:35.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:36.034] [mlr3] Finished benchmark
## INFO [11:12:36.048] [bbotk] Result of batch 236:
## INFO [11:12:36.049] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:36.049] [bbotk] 2 125 FALSE gini 0.55 0.7070163 0
## INFO [11:12:36.049] [bbotk] errors runtime_learners uhash
## INFO [11:12:36.049] [bbotk] 0 0.33 50985ad9-1e5a-4af6-90b7-8acc603a4c11
## INFO [11:12:36.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:36.058] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:36.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:36.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:36.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:36.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:36.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:36.226] [mlr3] Finished benchmark
## INFO [11:12:36.240] [bbotk] Result of batch 237:
## INFO [11:12:36.241] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:36.241] [bbotk] 2 125 TRUE extratrees 0.1 0.6 0
## INFO [11:12:36.241] [bbotk] errors runtime_learners uhash
## INFO [11:12:36.241] [bbotk] 0 0.135 b0e2476f-0dfe-42c0-8b91-c42e505530b0
## INFO [11:12:36.242] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:36.251] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:36.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:36.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:36.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:36.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:36.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:36.479] [mlr3] Finished benchmark
## INFO [11:12:36.492] [bbotk] Result of batch 238:
## INFO [11:12:36.493] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:36.493] [bbotk] 2 375 TRUE extratrees 0.55 0.7311474 0
## INFO [11:12:36.493] [bbotk] errors runtime_learners uhash
## INFO [11:12:36.493] [bbotk] 0 0.201 81ee52c8-ca9f-4786-ad7b-0a9d34f02ad1
## INFO [11:12:36.494] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:36.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:36.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:36.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:36.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:36.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:36.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:36.671] [mlr3] Finished benchmark
## INFO [11:12:36.684] [bbotk] Result of batch 239:
## INFO [11:12:36.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:36.685] [bbotk] 5 125 TRUE gini 0.1 0.6 0
## INFO [11:12:36.685] [bbotk] errors runtime_learners uhash
## INFO [11:12:36.685] [bbotk] 0 0.135 5e552ffa-31cb-41f3-8b80-5b3f491c9e97
## INFO [11:12:36.686] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:36.694] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:36.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:36.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:36.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:36.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:36.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:36.850] [mlr3] Finished benchmark
## INFO [11:12:36.870] [bbotk] Result of batch 240:
## INFO [11:12:36.872] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:36.872] [bbotk] 1 250 TRUE extratrees 0.1 0.6 0
## INFO [11:12:36.872] [bbotk] errors runtime_learners uhash
## INFO [11:12:36.872] [bbotk] 0 0.131 60322079-8b20-4b50-b796-405b915864e8
## INFO [11:12:36.873] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:36.884] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:36.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:36.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:37.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:37.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:37.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:37.289] [mlr3] Finished benchmark
## INFO [11:12:37.302] [bbotk] Result of batch 241:
## INFO [11:12:37.303] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:37.303] [bbotk] 1 125 TRUE extratrees 0.775 0.6904421 0
## INFO [11:12:37.303] [bbotk] errors runtime_learners uhash
## INFO [11:12:37.303] [bbotk] 0 0.379 ede22285-3216-46f8-96e4-7383fda18479
## INFO [11:12:37.304] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:37.312] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:37.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:37.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:37.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:38.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:38.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:38.591] [mlr3] Finished benchmark
## INFO [11:12:38.605] [bbotk] Result of batch 242:
## INFO [11:12:38.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:38.606] [bbotk] 3 1 FALSE extratrees 1 0.8511023 0
## INFO [11:12:38.606] [bbotk] errors runtime_learners uhash
## INFO [11:12:38.606] [bbotk] 0 1.252 e3d71f57-d43e-46c4-acf6-4519aefb3f58
## INFO [11:12:38.606] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:38.615] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:38.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:38.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:38.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:38.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:38.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:38.896] [mlr3] Finished benchmark
## INFO [11:12:38.910] [bbotk] Result of batch 243:
## INFO [11:12:38.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:38.911] [bbotk] 1 375 FALSE extratrees 0.55 0.7346514 0
## INFO [11:12:38.911] [bbotk] errors runtime_learners uhash
## INFO [11:12:38.911] [bbotk] 0 0.215 a68ccef5-f3aa-4dae-b7f1-f4c1e561c72b
## INFO [11:12:38.911] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:38.920] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:38.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:38.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:38.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:39.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:39.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:39.070] [mlr3] Finished benchmark
## INFO [11:12:39.084] [bbotk] Result of batch 244:
## INFO [11:12:39.085] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:39.085] [bbotk] 3 500 TRUE gini 0.325 0.6 0
## INFO [11:12:39.085] [bbotk] errors runtime_learners uhash
## INFO [11:12:39.085] [bbotk] 0 0.127 a50388cf-4813-4465-8825-3c5a702600f1
## INFO [11:12:39.085] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:39.102] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:39.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:39.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:39.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:39.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:39.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:39.316] [mlr3] Finished benchmark
## INFO [11:12:39.330] [bbotk] Result of batch 245:
## INFO [11:12:39.330] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:39.330] [bbotk] 5 250 TRUE gini 0.325 0.6531769 0
## INFO [11:12:39.330] [bbotk] errors runtime_learners uhash
## INFO [11:12:39.330] [bbotk] 0 0.187 2366dbb2-17e6-4614-a07c-1dd1560a5a61
## INFO [11:12:39.331] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:39.340] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:39.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:39.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:39.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:39.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:39.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:39.774] [mlr3] Finished benchmark
## INFO [11:12:39.798] [bbotk] Result of batch 246:
## INFO [11:12:39.799] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:39.799] [bbotk] 2 1 FALSE extratrees 0.1 0.7218411 0
## INFO [11:12:39.799] [bbotk] errors runtime_learners uhash
## INFO [11:12:39.799] [bbotk] 0 0.409 8c052901-d98a-4fa0-b39f-83935dae4516
## INFO [11:12:39.800] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:39.813] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:39.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:39.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:39.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:39.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:39.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:39.971] [mlr3] Finished benchmark
## INFO [11:12:39.985] [bbotk] Result of batch 247:
## INFO [11:12:39.986] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:39.986] [bbotk] 3 375 TRUE gini 0.1 0.8 0
## INFO [11:12:39.986] [bbotk] errors runtime_learners uhash
## INFO [11:12:39.986] [bbotk] 0 0.129 21205464-ec2c-4cfe-8d32-f6796925a1e7
## INFO [11:12:39.986] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:39.995] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:39.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:40.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:40.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:40.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:40.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:40.230] [mlr3] Finished benchmark
## INFO [11:12:40.248] [bbotk] Result of batch 248:
## INFO [11:12:40.249] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:40.249] [bbotk] 5 375 TRUE gini 0.55 0.6550636 0
## INFO [11:12:40.249] [bbotk] errors runtime_learners uhash
## INFO [11:12:40.249] [bbotk] 0 0.209 d26a63a7-8b6e-4c47-8f16-5fc90087a40e
## INFO [11:12:40.250] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:40.260] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:40.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:40.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:40.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:40.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:40.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:40.412] [mlr3] Finished benchmark
## INFO [11:12:40.426] [bbotk] Result of batch 249:
## INFO [11:12:40.426] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:40.426] [bbotk] 1 375 TRUE gini 0.325 0.6 0
## INFO [11:12:40.426] [bbotk] errors runtime_learners uhash
## INFO [11:12:40.426] [bbotk] 0 0.128 da820e4e-3bc2-4dfe-b7a1-da6ff939ad43
## INFO [11:12:40.427] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:40.436] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:40.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:40.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:40.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:40.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:40.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:40.666] [mlr3] Finished benchmark
## INFO [11:12:40.683] [bbotk] Result of batch 250:
## INFO [11:12:40.684] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:40.684] [bbotk] 4 250 FALSE extratrees 0.325 0.7050706 0
## INFO [11:12:40.684] [bbotk] errors runtime_learners uhash
## INFO [11:12:40.684] [bbotk] 0 0.204 a6faea23-8f31-4787-8213-7560f669e819
## INFO [11:12:40.684] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:40.694] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:40.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:40.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:40.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:41.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:41.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:41.256] [mlr3] Finished benchmark
## INFO [11:12:41.270] [bbotk] Result of batch 251:
## INFO [11:12:41.271] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:41.271] [bbotk] 2 1 FALSE gini 0.325 0.7882212 0
## INFO [11:12:41.271] [bbotk] errors runtime_learners uhash
## INFO [11:12:41.271] [bbotk] 0 0.536 dcc07c34-7af6-4d97-955e-7b6aa939c656
## INFO [11:12:41.271] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:41.280] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:41.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:41.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:41.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:41.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:41.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:41.608] [mlr3] Finished benchmark
## INFO [11:12:41.622] [bbotk] Result of batch 252:
## INFO [11:12:41.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:41.622] [bbotk] 4 375 TRUE extratrees 0.775 0.7271042 0
## INFO [11:12:41.622] [bbotk] errors runtime_learners uhash
## INFO [11:12:41.622] [bbotk] 0 0.299 6ebb6499-242a-4d7a-a1d8-2f51f3fa5271
## INFO [11:12:41.623] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:41.632] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:41.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:41.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:41.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:41.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:41.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:42.041] [mlr3] Finished benchmark
## INFO [11:12:42.055] [bbotk] Result of batch 253:
## INFO [11:12:42.056] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:42.056] [bbotk] 1 125 FALSE extratrees 1 0.6830959 0
## INFO [11:12:42.056] [bbotk] errors runtime_learners uhash
## INFO [11:12:42.056] [bbotk] 0 0.382 33302290-3e8d-4752-963a-43ef6a20856a
## INFO [11:12:42.056] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:42.076] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:42.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:42.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:42.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:42.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:42.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:42.405] [mlr3] Finished benchmark
## INFO [11:12:42.419] [bbotk] Result of batch 254:
## INFO [11:12:42.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:42.420] [bbotk] 3 250 FALSE gini 0.775 0.7160483 0
## INFO [11:12:42.420] [bbotk] errors runtime_learners uhash
## INFO [11:12:42.420] [bbotk] 0 0.304 c8990630-1940-4dcb-9b93-40b682734f7a
## INFO [11:12:42.420] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:42.429] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:42.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:42.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:42.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:42.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:42.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:42.776] [mlr3] Finished benchmark
## INFO [11:12:42.801] [bbotk] Result of batch 255:
## INFO [11:12:42.802] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:42.802] [bbotk] 2 125 FALSE extratrees 0.55 0.6904421 0
## INFO [11:12:42.802] [bbotk] errors runtime_learners uhash
## INFO [11:12:42.802] [bbotk] 0 0.326 05dad5c2-d004-4121-8e0f-5d08b1eb5f1e
## INFO [11:12:42.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:42.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:42.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:42.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:42.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:43.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:43.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:43.154] [mlr3] Finished benchmark
## INFO [11:12:43.167] [bbotk] Result of batch 256:
## INFO [11:12:43.168] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:43.168] [bbotk] 3 250 TRUE gini 0.775 0.7086383 0
## INFO [11:12:43.168] [bbotk] errors runtime_learners uhash
## INFO [11:12:43.168] [bbotk] 0 0.315 fe511b0c-f0bb-4d7a-aede-1618f7533fdf
## INFO [11:12:43.169] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:43.178] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:43.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:43.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:43.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:43.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:43.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:43.655] [mlr3] Finished benchmark
## INFO [11:12:43.670] [bbotk] Result of batch 257:
## INFO [11:12:43.671] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:43.671] [bbotk] 3 125 TRUE extratrees 0.775 0.6812091 0
## INFO [11:12:43.671] [bbotk] errors runtime_learners uhash
## INFO [11:12:43.671] [bbotk] 0 0.442 3a7c6c82-6dc0-4e43-a8b0-d6784c8a4743
## INFO [11:12:43.672] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:43.681] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:43.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:43.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:43.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:43.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:43.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:43.994] [mlr3] Finished benchmark
## INFO [11:12:44.008] [bbotk] Result of batch 258:
## INFO [11:12:44.009] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:44.009] [bbotk] 1 250 FALSE extratrees 0.775 0.7161217 0
## INFO [11:12:44.009] [bbotk] errors runtime_learners uhash
## INFO [11:12:44.009] [bbotk] 0 0.288 bcbf0c9b-6687-4b4c-83e3-d794e62a6e74
## INFO [11:12:44.009] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:44.018] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:44.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:44.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:44.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:44.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:44.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:44.340] [mlr3] Finished benchmark
## INFO [11:12:44.355] [bbotk] Result of batch 259:
## INFO [11:12:44.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:44.356] [bbotk] 4 250 FALSE gini 0.55 0.7103927 0
## INFO [11:12:44.356] [bbotk] errors runtime_learners uhash
## INFO [11:12:44.356] [bbotk] 0 0.284 46757994-a1f4-4e33-954b-41e9f7544d89
## INFO [11:12:44.356] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:44.365] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:44.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:44.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:44.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:44.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:44.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:44.619] [mlr3] Finished benchmark
## INFO [11:12:44.635] [bbotk] Result of batch 260:
## INFO [11:12:44.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:44.635] [bbotk] 1 250 FALSE gini 0.55 0.6849141 0
## INFO [11:12:44.635] [bbotk] errors runtime_learners uhash
## INFO [11:12:44.635] [bbotk] 0 0.229 52d23367-0659-4806-8252-4d4e29b38a52
## INFO [11:12:44.636] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:44.656] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:44.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:44.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:44.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:44.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:45.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:45.179] [mlr3] Finished benchmark
## INFO [11:12:45.193] [bbotk] Result of batch 261:
## INFO [11:12:45.194] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:45.194] [bbotk] 4 125 TRUE extratrees 0.775 0.6829635 0
## INFO [11:12:45.194] [bbotk] errors runtime_learners uhash
## INFO [11:12:45.194] [bbotk] 0 0.491 cfbe7805-de43-447c-9ce2-d900c66f4504
## INFO [11:12:45.195] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:45.203] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:45.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:45.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:45.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:45.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:45.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:45.356] [mlr3] Finished benchmark
## INFO [11:12:45.381] [bbotk] Result of batch 262:
## INFO [11:12:45.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:45.382] [bbotk] 1 500 TRUE extratrees 0.55 0.6 0
## INFO [11:12:45.382] [bbotk] errors runtime_learners uhash
## INFO [11:12:45.382] [bbotk] 0 0.125 a778f71f-0e1d-43e2-abab-4786dcdf4ed0
## INFO [11:12:45.383] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:45.394] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:45.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:45.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:45.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:45.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:45.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:45.803] [mlr3] Finished benchmark
## INFO [11:12:45.817] [bbotk] Result of batch 263:
## INFO [11:12:45.818] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:45.818] [bbotk] 1 1 TRUE extratrees 0.1 0.7125443 0
## INFO [11:12:45.818] [bbotk] errors runtime_learners uhash
## INFO [11:12:45.818] [bbotk] 0 0.383 81f5a0eb-ffe1-47ed-ad09-797840c2a345
## INFO [11:12:45.818] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:45.828] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:45.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:45.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:45.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:45.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:45.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:46.013] [mlr3] Finished benchmark
## INFO [11:12:46.035] [bbotk] Result of batch 264:
## INFO [11:12:46.036] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:46.036] [bbotk] 2 500 FALSE gini 0.55 0.6 0
## INFO [11:12:46.036] [bbotk] errors runtime_learners uhash
## INFO [11:12:46.036] [bbotk] 0 0.145 d0450642-5944-4930-a6d3-38991dd2671d
## INFO [11:12:46.038] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:46.048] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:46.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:46.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:46.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:46.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:46.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:46.344] [mlr3] Finished benchmark
## INFO [11:12:46.359] [bbotk] Result of batch 265:
## INFO [11:12:46.360] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:46.360] [bbotk] 1 375 TRUE gini 1 0.6942108 0
## INFO [11:12:46.360] [bbotk] errors runtime_learners uhash
## INFO [11:12:46.360] [bbotk] 0 0.266 b94bedf7-1b40-4b22-a1c5-0d94fb20a958
## INFO [11:12:46.360] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:46.370] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:46.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:46.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:46.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:46.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:46.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:46.691] [mlr3] Finished benchmark
## INFO [11:12:46.705] [bbotk] Result of batch 266:
## INFO [11:12:46.706] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:46.706] [bbotk] 3 375 TRUE extratrees 0.775 0.7272414 0
## INFO [11:12:46.706] [bbotk] errors runtime_learners uhash
## INFO [11:12:46.706] [bbotk] 0 0.281 07af79c3-256e-44bb-bee4-64d7a53bb0ba
## INFO [11:12:46.706] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:46.715] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:46.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:46.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:46.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:46.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:46.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:46.966] [mlr3] Finished benchmark
## INFO [11:12:46.996] [bbotk] Result of batch 267:
## INFO [11:12:46.997] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:46.997] [bbotk] 5 375 TRUE extratrees 0.55 0.7197581 0
## INFO [11:12:46.997] [bbotk] errors runtime_learners uhash
## INFO [11:12:46.997] [bbotk] 0 0.227 2fe03570-8492-48c8-8c5a-2b2b23ed380d
## INFO [11:12:46.998] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:47.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:47.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:47.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:47.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:47.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:47.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:47.358] [mlr3] Finished benchmark
## INFO [11:12:47.373] [bbotk] Result of batch 268:
## INFO [11:12:47.373] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:47.373] [bbotk] 3 375 FALSE extratrees 1 0.7085745 0
## INFO [11:12:47.373] [bbotk] errors runtime_learners uhash
## INFO [11:12:47.373] [bbotk] 0 0.316 f88392eb-13c0-4e68-80b0-a504ca049fbe
## INFO [11:12:47.374] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:47.383] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:47.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:47.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:47.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:47.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:47.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:47.841] [mlr3] Finished benchmark
## INFO [11:12:47.856] [bbotk] Result of batch 269:
## INFO [11:12:47.856] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:47.856] [bbotk] 4 1 FALSE extratrees 0.1 0.729653 0
## INFO [11:12:47.856] [bbotk] errors runtime_learners uhash
## INFO [11:12:47.856] [bbotk] 0 0.419 a0f9bd59-d538-4c82-9bff-3fe9e21fb461
## INFO [11:12:47.857] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:47.866] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:47.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:47.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:48.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:48.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:48.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:48.220] [mlr3] Finished benchmark
## INFO [11:12:48.235] [bbotk] Result of batch 270:
## INFO [11:12:48.235] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:48.235] [bbotk] 4 375 TRUE gini 1 0.7159159 0
## INFO [11:12:48.235] [bbotk] errors runtime_learners uhash
## INFO [11:12:48.235] [bbotk] 0 0.331 f45b82cd-b9cd-4dab-b90e-384255bb90ee
## INFO [11:12:48.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:48.245] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:48.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:48.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:48.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:48.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:48.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:48.883] [mlr3] Finished benchmark
## INFO [11:12:48.897] [bbotk] Result of batch 271:
## INFO [11:12:48.898] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:48.898] [bbotk] 4 125 TRUE extratrees 1 0.6829635 0
## INFO [11:12:48.898] [bbotk] errors runtime_learners uhash
## INFO [11:12:48.898] [bbotk] 0 0.6 62f8b08b-1df0-4f3b-9dd3-06dd2108a76e
## INFO [11:12:48.899] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:48.908] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:48.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:48.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:48.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:49.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:49.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:49.068] [mlr3] Finished benchmark
## INFO [11:12:49.092] [bbotk] Result of batch 272:
## INFO [11:12:49.093] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:49.093] [bbotk] 2 500 TRUE extratrees 0.1 0.8 0
## INFO [11:12:49.093] [bbotk] errors runtime_learners uhash
## INFO [11:12:49.093] [bbotk] 0 0.133 6d32af1f-1065-43d7-a48a-c8f41a25afc5
## INFO [11:12:49.094] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:49.106] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:49.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:49.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:49.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:49.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:49.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:49.741] [mlr3] Finished benchmark
## INFO [11:12:49.755] [bbotk] Result of batch 273:
## INFO [11:12:49.756] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:49.756] [bbotk] 5 125 FALSE extratrees 1 0.6793223 0
## INFO [11:12:49.756] [bbotk] errors runtime_learners uhash
## INFO [11:12:49.756] [bbotk] 0 0.607 927ca9ae-4eb5-421e-9546-2e4ea15f1752
## INFO [11:12:49.757] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:49.766] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:49.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:49.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:50.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:50.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:50.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:50.615] [mlr3] Finished benchmark
## INFO [11:12:50.631] [bbotk] Result of batch 274:
## INFO [11:12:50.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:50.632] [bbotk] 2 1 FALSE gini 0.775 0.8328326 0
## INFO [11:12:50.632] [bbotk] errors runtime_learners uhash
## INFO [11:12:50.632] [bbotk] 0 0.82 655b6239-85ad-4b25-908c-ba1f993f6b3f
## INFO [11:12:50.632] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:50.642] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:50.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:50.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:50.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:50.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:50.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:50.876] [mlr3] Finished benchmark
## INFO [11:12:50.893] [bbotk] Result of batch 275:
## INFO [11:12:50.894] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:50.894] [bbotk] 4 500 FALSE gini 0.775 0.6550636 0
## INFO [11:12:50.894] [bbotk] errors runtime_learners uhash
## INFO [11:12:50.894] [bbotk] 0 0.198 e8606798-e17a-46ce-8fb9-0b28cacaa898
## INFO [11:12:50.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:50.904] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:50.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:50.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:51.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:51.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:51.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:51.273] [mlr3] Finished benchmark
## INFO [11:12:51.287] [bbotk] Result of batch 276:
## INFO [11:12:51.288] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:51.288] [bbotk] 3 375 TRUE extratrees 1 0.7126129 0
## INFO [11:12:51.288] [bbotk] errors runtime_learners uhash
## INFO [11:12:51.288] [bbotk] 0 0.343 81f4201a-7b3f-44d8-adb5-e6bbfa3edb59
## INFO [11:12:51.288] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:51.297] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:51.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:51.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:51.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:51.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:51.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:51.793] [mlr3] Finished benchmark
## INFO [11:12:51.807] [bbotk] Result of batch 277:
## INFO [11:12:51.808] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:51.808] [bbotk] 4 250 TRUE extratrees 1 0.6940832 0
## INFO [11:12:51.808] [bbotk] errors runtime_learners uhash
## INFO [11:12:51.808] [bbotk] 0 0.465 15fd1f64-a74b-494a-b2ff-7ac3008bdeaf
## INFO [11:12:51.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:51.818] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:51.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:51.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:51.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:52.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:52.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:52.200] [mlr3] Finished benchmark
## INFO [11:12:52.219] [bbotk] Result of batch 278:
## INFO [11:12:52.219] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:52.219] [bbotk] 2 1 TRUE gini 0.1 0.7311426 0
## INFO [11:12:52.219] [bbotk] errors runtime_learners uhash
## INFO [11:12:52.219] [bbotk] 0 0.354 88af8d8f-2480-466d-a200-c1024fd2e938
## INFO [11:12:52.220] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:52.234] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:52.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:52.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:52.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:52.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:52.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:52.497] [mlr3] Finished benchmark
## INFO [11:12:52.511] [bbotk] Result of batch 279:
## INFO [11:12:52.511] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:52.511] [bbotk] 5 500 FALSE extratrees 0.775 0.7217773 0
## INFO [11:12:52.511] [bbotk] errors runtime_learners uhash
## INFO [11:12:52.511] [bbotk] 0 0.236 91d95db3-294c-406f-b671-331e22217843
## INFO [11:12:52.512] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:52.521] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:52.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:52.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:52.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:53.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:53.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:53.486] [mlr3] Finished benchmark
## INFO [11:12:53.501] [bbotk] Result of batch 280:
## INFO [11:12:53.502] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:53.502] [bbotk] 4 1 TRUE gini 0.775 0.8215805 0
## INFO [11:12:53.502] [bbotk] errors runtime_learners uhash
## INFO [11:12:53.502] [bbotk] 0 0.934 cc3b2a95-e58b-4a3f-9b01-e0273465bbc1
## INFO [11:12:53.503] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:53.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:53.514] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:53.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:53.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:53.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:53.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:53.935] [mlr3] Finished benchmark
## INFO [11:12:53.949] [bbotk] Result of batch 281:
## INFO [11:12:53.950] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:53.950] [bbotk] 5 125 FALSE extratrees 0.55 0.6829635 0
## INFO [11:12:53.950] [bbotk] errors runtime_learners uhash
## INFO [11:12:53.950] [bbotk] 0 0.397 d1890701-8db9-496a-984f-963d4381ca52
## INFO [11:12:53.951] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:53.972] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:53.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:54.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:54.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:54.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:54.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:54.297] [mlr3] Finished benchmark
## INFO [11:12:54.311] [bbotk] Result of batch 282:
## INFO [11:12:54.311] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:54.311] [bbotk] 5 250 TRUE gini 0.55 0.7086383 0
## INFO [11:12:54.311] [bbotk] errors runtime_learners uhash
## INFO [11:12:54.311] [bbotk] 0 0.292 688356e5-bea8-4f78-ad82-bc67b192e263
## INFO [11:12:54.312] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:54.321] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:54.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:54.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:54.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:54.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:54.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:54.473] [mlr3] Finished benchmark
## INFO [11:12:54.495] [bbotk] Result of batch 283:
## INFO [11:12:54.496] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:54.496] [bbotk] 2 500 TRUE gini 0.55 0.6 0
## INFO [11:12:54.496] [bbotk] errors runtime_learners uhash
## INFO [11:12:54.496] [bbotk] 0 0.129 211172d1-2bce-4351-9b16-f99563bc9c21
## INFO [11:12:54.497] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:54.512] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:54.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:54.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:54.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:54.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:54.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:54.808] [mlr3] Finished benchmark
## INFO [11:12:54.822] [bbotk] Result of batch 284:
## INFO [11:12:54.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:54.823] [bbotk] 4 375 FALSE gini 1 0.720777 0
## INFO [11:12:54.823] [bbotk] errors runtime_learners uhash
## INFO [11:12:54.823] [bbotk] 0 0.264 5eae7a33-3f10-4899-b451-401a2d2a28e7
## INFO [11:12:54.823] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:54.832] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:54.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:54.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:54.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:55.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:55.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:55.125] [mlr3] Finished benchmark
## INFO [11:12:55.145] [bbotk] Result of batch 285:
## INFO [11:12:55.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:55.146] [bbotk] 3 375 FALSE extratrees 0.775 0.7254184 0
## INFO [11:12:55.146] [bbotk] errors runtime_learners uhash
## INFO [11:12:55.146] [bbotk] 0 0.266 e5f9964c-0e29-4b16-91bc-9315ac63ec35
## INFO [11:12:55.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:55.161] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:55.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:55.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:55.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:55.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:55.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:55.517] [mlr3] Finished benchmark
## INFO [11:12:55.531] [bbotk] Result of batch 286:
## INFO [11:12:55.532] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:55.532] [bbotk] 4 375 FALSE extratrees 1 0.703179 0
## INFO [11:12:55.532] [bbotk] errors runtime_learners uhash
## INFO [11:12:55.532] [bbotk] 0 0.33 d4ff2a68-dfe1-40e8-8d8a-6838b135ed94
## INFO [11:12:55.532] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:55.542] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:55.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:55.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:55.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:55.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:55.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:55.875] [mlr3] Finished benchmark
## INFO [11:12:55.893] [bbotk] Result of batch 287:
## INFO [11:12:55.894] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:55.894] [bbotk] 3 500 TRUE extratrees 1 0.7291234 0
## INFO [11:12:55.894] [bbotk] errors runtime_learners uhash
## INFO [11:12:55.894] [bbotk] 0 0.295 7d3fc2db-baba-4137-ba58-41932522a5c7
## INFO [11:12:55.895] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:55.905] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:55.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:55.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:55.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:56.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:56.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:56.077] [mlr3] Finished benchmark
## INFO [11:12:56.091] [bbotk] Result of batch 288:
## INFO [11:12:56.092] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:56.092] [bbotk] 5 500 FALSE extratrees 0.325 0.6 0
## INFO [11:12:56.092] [bbotk] errors runtime_learners uhash
## INFO [11:12:56.092] [bbotk] 0 0.146 05ca4a4a-0607-4c9e-9b0a-47902c2e4cbc
## INFO [11:12:56.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:56.102] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:56.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:56.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:56.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:56.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:56.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:56.781] [mlr3] Finished benchmark
## INFO [11:12:56.796] [bbotk] Result of batch 289:
## INFO [11:12:56.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:56.796] [bbotk] 2 1 TRUE gini 0.55 0.8010954 0
## INFO [11:12:56.796] [bbotk] errors runtime_learners uhash
## INFO [11:12:56.796] [bbotk] 0 0.646 31aefb5e-8ffa-4cbc-b116-27f0f34c7d03
## INFO [11:12:56.797] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:56.806] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:56.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:56.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:56.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:56.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:56.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:57.032] [mlr3] Finished benchmark
## INFO [11:12:57.062] [bbotk] Result of batch 290:
## INFO [11:12:57.063] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:57.063] [bbotk] 4 375 FALSE gini 0.55 0.6550636 0
## INFO [11:12:57.063] [bbotk] errors runtime_learners uhash
## INFO [11:12:57.063] [bbotk] 0 0.202 2d9f7bae-61fd-492c-802d-8681969ce4d2
## INFO [11:12:57.064] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:57.078] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:57.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:57.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:57.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:57.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:57.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:57.234] [mlr3] Finished benchmark
## INFO [11:12:57.249] [bbotk] Result of batch 291:
## INFO [11:12:57.250] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:57.250] [bbotk] 4 375 TRUE gini 0.325 0.6 0
## INFO [11:12:57.250] [bbotk] errors runtime_learners uhash
## INFO [11:12:57.250] [bbotk] 0 0.126 7e4b9ed1-6f8f-4c9a-8599-cf93a77d4366
## INFO [11:12:57.250] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:57.259] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:57.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:57.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:57.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:57.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:57.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:57.435] [mlr3] Finished benchmark
## INFO [11:12:57.453] [bbotk] Result of batch 292:
## INFO [11:12:57.454] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:57.454] [bbotk] 1 125 TRUE extratrees 0.1 0.6 0
## INFO [11:12:57.454] [bbotk] errors runtime_learners uhash
## INFO [11:12:57.454] [bbotk] 0 0.148 2771a348-89b7-4c83-a81a-357717c1246c
## INFO [11:12:57.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:57.465] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:57.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:57.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:57.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:57.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:57.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:57.650] [mlr3] Finished benchmark
## INFO [11:12:57.664] [bbotk] Result of batch 293:
## INFO [11:12:57.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:57.665] [bbotk] 5 375 FALSE gini 0.1 0.4 0
## INFO [11:12:57.665] [bbotk] errors runtime_learners uhash
## INFO [11:12:57.665] [bbotk] 0 0.161 b1da034f-ff8a-4610-8e43-3d0efb7c4cea
## INFO [11:12:57.666] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:57.675] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:57.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:57.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:58.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:58.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:58.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:58.540] [mlr3] Finished benchmark
## INFO [11:12:58.554] [bbotk] Result of batch 294:
## INFO [11:12:58.555] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:58.555] [bbotk] 2 1 TRUE gini 1 0.8254226 0
## INFO [11:12:58.555] [bbotk] errors runtime_learners uhash
## INFO [11:12:58.555] [bbotk] 0 0.833 ce702b63-fe00-4435-b21f-ac3331fa7ce5
## INFO [11:12:58.556] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:58.565] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:58.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:58.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:58.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:58.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:58.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:58.987] [mlr3] Finished benchmark
## INFO [11:12:59.003] [bbotk] Result of batch 295:
## INFO [11:12:59.004] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:59.004] [bbotk] 3 1 FALSE gini 0.1 0.7390184 0
## INFO [11:12:59.004] [bbotk] errors runtime_learners uhash
## INFO [11:12:59.004] [bbotk] 0 0.39 a8b417d9-c72e-4882-95c2-1bd245c58d4b
## INFO [11:12:59.005] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:59.015] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:59.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:59.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:59.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:59.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:59.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:59.327] [mlr3] Finished benchmark
## INFO [11:12:59.343] [bbotk] Result of batch 296:
## INFO [11:12:59.344] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:59.344] [bbotk] 2 375 FALSE extratrees 1 0.7180085 0
## INFO [11:12:59.344] [bbotk] errors runtime_learners uhash
## INFO [11:12:59.344] [bbotk] 0 0.286 715791e2-1bd8-4b67-aed2-3ec6d738fef6
## INFO [11:12:59.345] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:59.372] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:59.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:59.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:59.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:59.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:59.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:59.555] [mlr3] Finished benchmark
## INFO [11:12:59.574] [bbotk] Result of batch 297:
## INFO [11:12:59.575] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:59.575] [bbotk] 4 125 TRUE gini 0.1 0.6 0
## INFO [11:12:59.575] [bbotk] errors runtime_learners uhash
## INFO [11:12:59.575] [bbotk] 0 0.148 5bbbb18e-4567-4b55-9ad8-51c030b287d0
## INFO [11:12:59.575] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:59.585] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:59.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:59.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:12:59.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:12:59.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:12:59.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:12:59.857] [mlr3] Finished benchmark
## INFO [11:12:59.878] [bbotk] Result of batch 298:
## INFO [11:12:59.878] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:12:59.878] [bbotk] 1 125 TRUE gini 0.325 0.694348 0
## INFO [11:12:59.878] [bbotk] errors runtime_learners uhash
## INFO [11:12:59.878] [bbotk] 0 0.227 4ce5e210-08da-4a52-8526-81e11dbbd6eb
## INFO [11:12:59.879] [bbotk] Evaluating 1 configuration(s)
## INFO [11:12:59.891] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:12:59.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:12:59.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:00.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:00.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:00.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:00.306] [mlr3] Finished benchmark
## INFO [11:13:00.320] [bbotk] Result of batch 299:
## INFO [11:13:00.321] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:00.321] [bbotk] 4 125 TRUE gini 0.55 0.7161855 0
## INFO [11:13:00.321] [bbotk] errors runtime_learners uhash
## INFO [11:13:00.321] [bbotk] 0 0.386 4e5de942-98ae-483d-8242-45aff8705f57
## INFO [11:13:00.322] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:00.343] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:00.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:00.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:00.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:00.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:00.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:00.524] [mlr3] Finished benchmark
## INFO [11:13:00.538] [bbotk] Result of batch 300:
## INFO [11:13:00.539] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:00.539] [bbotk] 4 500 FALSE extratrees 0.325 0.6 0
## INFO [11:13:00.539] [bbotk] errors runtime_learners uhash
## INFO [11:13:00.539] [bbotk] 0 0.151 8158e817-f801-4f77-9a08-b15d1c53e331
## INFO [11:13:00.539] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:00.548] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:00.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:00.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:00.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:00.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:00.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:00.869] [mlr3] Finished benchmark
## INFO [11:13:00.888] [bbotk] Result of batch 301:
## INFO [11:13:00.888] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:00.888] [bbotk] 5 250 TRUE extratrees 0.55 0.7254184 0
## INFO [11:13:00.888] [bbotk] errors runtime_learners uhash
## INFO [11:13:00.888] [bbotk] 0 0.291 61149c50-d2c7-4ef6-b698-8e5c1e0cabfb
## INFO [11:13:00.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:00.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:00.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:01.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:01.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:01.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:01.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:02.059] [mlr3] Finished benchmark
## INFO [11:13:02.076] [bbotk] Result of batch 302:
## INFO [11:13:02.077] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:02.077] [bbotk] 3 1 FALSE extratrees 0.775 0.8383606 0
## INFO [11:13:02.077] [bbotk] errors runtime_learners uhash
## INFO [11:13:02.077] [bbotk] 0 1.128 dbebd13f-bc55-42fc-8256-f114640caa08
## INFO [11:13:02.078] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:02.087] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:02.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:02.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:02.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:02.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:02.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:02.550] [mlr3] Finished benchmark
## INFO [11:13:02.569] [bbotk] Result of batch 303:
## INFO [11:13:02.570] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:02.570] [bbotk] 3 125 TRUE gini 0.775 0.7198905 0
## INFO [11:13:02.570] [bbotk] errors runtime_learners uhash
## INFO [11:13:02.570] [bbotk] 0 0.432 c8753e42-667f-40ad-9b2f-a1034fdd315d
## INFO [11:13:02.571] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:02.581] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:02.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:02.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:02.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:02.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:02.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:02.964] [mlr3] Finished benchmark
## INFO [11:13:02.981] [bbotk] Result of batch 304:
## INFO [11:13:02.982] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:02.982] [bbotk] 2 250 TRUE gini 1 0.7032428 0
## INFO [11:13:02.982] [bbotk] errors runtime_learners uhash
## INFO [11:13:02.982] [bbotk] 0 0.351 b8d5e31c-80fe-41dd-afb2-847b5e2e2e56
## INFO [11:13:02.983] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:03.006] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:03.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:03.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:03.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:03.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:03.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:03.312] [mlr3] Finished benchmark
## INFO [11:13:03.329] [bbotk] Result of batch 305:
## INFO [11:13:03.330] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:03.330] [bbotk] 1 375 TRUE extratrees 0.775 0.7365382 0
## INFO [11:13:03.330] [bbotk] errors runtime_learners uhash
## INFO [11:13:03.330] [bbotk] 0 0.277 73ddf37f-fcc3-4830-930e-0a454a392b85
## INFO [11:13:03.330] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:03.340] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:03.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:03.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:03.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:03.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:03.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:03.629] [mlr3] Finished benchmark
## INFO [11:13:03.648] [bbotk] Result of batch 306:
## INFO [11:13:03.649] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:03.649] [bbotk] 3 375 FALSE extratrees 0.55 0.7255557 0
## INFO [11:13:03.649] [bbotk] errors runtime_learners uhash
## INFO [11:13:03.649] [bbotk] 0 0.248 ef1635f9-e7fe-41cd-b0b7-a35858b33e57
## INFO [11:13:03.650] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:03.661] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:03.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:03.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:03.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:03.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:03.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:03.979] [mlr3] Finished benchmark
## INFO [11:13:03.996] [bbotk] Result of batch 307:
## INFO [11:13:03.997] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:03.997] [bbotk] 4 250 TRUE extratrees 0.55 0.7233992 0
## INFO [11:13:03.997] [bbotk] errors runtime_learners uhash
## INFO [11:13:03.997] [bbotk] 0 0.277 f200b030-db49-40bb-bc7b-55273525b206
## INFO [11:13:03.997] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:04.007] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:04.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:04.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:04.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:04.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:04.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:04.331] [mlr3] Finished benchmark
## INFO [11:13:04.352] [bbotk] Result of batch 308:
## INFO [11:13:04.353] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:04.353] [bbotk] 4 250 TRUE gini 0.55 0.7051295 0
## INFO [11:13:04.353] [bbotk] errors runtime_learners uhash
## INFO [11:13:04.353] [bbotk] 0 0.282 b15635c1-4505-46f5-b980-00f07c0e92db
## INFO [11:13:04.355] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:04.367] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:04.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:04.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:04.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:04.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:04.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:04.797] [mlr3] Finished benchmark
## INFO [11:13:04.812] [bbotk] Result of batch 309:
## INFO [11:13:04.813] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:04.813] [bbotk] 3 250 TRUE gini 1 0.7105251 0
## INFO [11:13:04.813] [bbotk] errors runtime_learners uhash
## INFO [11:13:04.813] [bbotk] 0 0.4 4b9da5d5-576c-48df-9be8-3fd04eddb2d8
## INFO [11:13:04.814] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:04.884] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:04.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:04.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:05.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:05.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:05.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:05.197] [mlr3] Finished benchmark
## INFO [11:13:05.212] [bbotk] Result of batch 310:
## INFO [11:13:05.213] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:05.213] [bbotk] 5 375 FALSE gini 1 0.7207084 0
## INFO [11:13:05.213] [bbotk] errors runtime_learners uhash
## INFO [11:13:05.213] [bbotk] 0 0.279 fb404e7a-4e66-4f7a-bdba-2f12b6fa7b3f
## INFO [11:13:05.213] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:05.223] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:05.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:05.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:05.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:06.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:06.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:06.642] [mlr3] Finished benchmark
## INFO [11:13:06.664] [bbotk] Result of batch 311:
## INFO [11:13:06.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:06.665] [bbotk] 5 1 TRUE extratrees 1 0.8473287 0
## INFO [11:13:06.665] [bbotk] errors runtime_learners uhash
## INFO [11:13:06.665] [bbotk] 0 1.369 5f221808-5241-4db8-b7bf-c1382765f621
## INFO [11:13:06.666] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:06.677] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:06.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:06.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:06.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:06.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:06.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:07.075] [mlr3] Finished benchmark
## INFO [11:13:07.105] [bbotk] Result of batch 312:
## INFO [11:13:07.106] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:07.106] [bbotk] 1 1 FALSE gini 0.1 0.7258843 0
## INFO [11:13:07.106] [bbotk] errors runtime_learners uhash
## INFO [11:13:07.106] [bbotk] 0 0.367 bcbe761d-55d0-40b3-9cfa-e59a19968989
## INFO [11:13:07.107] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:07.125] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:07.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:07.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:07.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:07.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:07.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:07.340] [mlr3] Finished benchmark
## INFO [11:13:07.354] [bbotk] Result of batch 313:
## INFO [11:13:07.355] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:07.355] [bbotk] 3 250 TRUE gini 0.325 0.6496681 0
## INFO [11:13:07.355] [bbotk] errors runtime_learners uhash
## INFO [11:13:07.355] [bbotk] 0 0.182 c402f77c-2dff-4c26-a906-d966dfcfee1c
## INFO [11:13:07.356] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:07.365] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:07.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:07.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:07.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:07.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:07.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:07.693] [mlr3] Finished benchmark
## INFO [11:13:07.716] [bbotk] Result of batch 314:
## INFO [11:13:07.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:07.717] [bbotk] 4 125 FALSE extratrees 0.325 0.7088393 0
## INFO [11:13:07.717] [bbotk] errors runtime_learners uhash
## INFO [11:13:07.717] [bbotk] 0 0.297 4e860b04-aeb7-41a9-80f7-ac56e849338d
## INFO [11:13:07.718] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:07.733] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:07.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:07.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:07.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:07.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:07.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:07.930] [mlr3] Finished benchmark
## INFO [11:13:07.944] [bbotk] Result of batch 315:
## INFO [11:13:07.945] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:07.945] [bbotk] 4 125 FALSE gini 0.1 0.6 0
## INFO [11:13:07.945] [bbotk] errors runtime_learners uhash
## INFO [11:13:07.945] [bbotk] 0 0.167 8460ccd6-c2d7-4e8a-98d4-9f543b38b379
## INFO [11:13:07.946] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:07.955] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:07.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:07.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:08.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:08.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:08.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:08.151] [mlr3] Finished benchmark
## INFO [11:13:08.169] [bbotk] Result of batch 316:
## INFO [11:13:08.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:08.170] [bbotk] 5 375 FALSE gini 0.325 0.6 0
## INFO [11:13:08.170] [bbotk] errors runtime_learners uhash
## INFO [11:13:08.170] [bbotk] 0 0.154 b3a0690b-45e4-48b2-b528-6e58f6e83551
## INFO [11:13:08.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:08.181] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:08.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:08.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:08.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:08.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:08.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:08.465] [mlr3] Finished benchmark
## INFO [11:13:08.480] [bbotk] Result of batch 317:
## INFO [11:13:08.481] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:08.481] [bbotk] 3 500 FALSE extratrees 1 0.7253498 0
## INFO [11:13:08.481] [bbotk] errors runtime_learners uhash
## INFO [11:13:08.481] [bbotk] 0 0.26 ca9a89a9-8e09-46b9-bf07-45baa9daa635
## INFO [11:13:08.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:08.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:08.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:08.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:08.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:08.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:08.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:08.709] [mlr3] Finished benchmark
## INFO [11:13:08.723] [bbotk] Result of batch 318:
## INFO [11:13:08.724] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:08.724] [bbotk] 1 375 FALSE extratrees 0.325 0.6 0
## INFO [11:13:08.724] [bbotk] errors runtime_learners uhash
## INFO [11:13:08.724] [bbotk] 0 0.164 20f1ca9e-934c-40cd-b734-809ee649b263
## INFO [11:13:08.725] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:08.734] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:08.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:08.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:08.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:09.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:09.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:09.405] [mlr3] Finished benchmark
## INFO [11:13:09.426] [bbotk] Result of batch 319:
## INFO [11:13:09.426] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:09.426] [bbotk] 5 1 TRUE gini 0.325 0.7937492 0
## INFO [11:13:09.426] [bbotk] errors runtime_learners uhash
## INFO [11:13:09.426] [bbotk] 0 0.63 53b15e0c-322f-4964-a76e-df8b282bf6ac
## INFO [11:13:09.427] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:09.441] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:09.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:09.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:09.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:10.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:10.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:10.539] [mlr3] Finished benchmark
## INFO [11:13:10.560] [bbotk] Result of batch 320:
## INFO [11:13:10.561] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:10.561] [bbotk] 2 1 FALSE extratrees 0.775 0.8348518 0
## INFO [11:13:10.561] [bbotk] errors runtime_learners uhash
## INFO [11:13:10.561] [bbotk] 0 1.063 f9df00f3-3404-47c4-9fe9-fe8c85d0fad2
## INFO [11:13:10.562] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:10.573] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:10.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:10.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:10.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:10.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:10.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:10.818] [mlr3] Finished benchmark
## INFO [11:13:10.847] [bbotk] Result of batch 321:
## INFO [11:13:10.849] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:10.849] [bbotk] 5 500 TRUE gini 0.775 0.6550636 0
## INFO [11:13:10.849] [bbotk] errors runtime_learners uhash
## INFO [11:13:10.849] [bbotk] 0 0.216 10c7ed97-8746-477a-87dc-5d99c5e025a6
## INFO [11:13:10.850] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:10.866] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:10.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:11.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:11.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:11.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:11.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:11.549] [mlr3] Finished benchmark
## INFO [11:13:11.564] [bbotk] Result of batch 322:
## INFO [11:13:11.565] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:11.565] [bbotk] 4 1 FALSE gini 0.325 0.7955722 0
## INFO [11:13:11.565] [bbotk] errors runtime_learners uhash
## INFO [11:13:11.565] [bbotk] 0 0.652 317c5bd9-dc26-4be6-9689-ed72ad9fbc8b
## INFO [11:13:11.565] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:11.585] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:11.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:11.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:11.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:11.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:11.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:11.769] [mlr3] Finished benchmark
## INFO [11:13:11.785] [bbotk] Result of batch 323:
## INFO [11:13:11.785] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:11.785] [bbotk] 1 375 TRUE gini 0.1 0.4 0
## INFO [11:13:11.785] [bbotk] errors runtime_learners uhash
## INFO [11:13:11.785] [bbotk] 0 0.146 3ee3042e-ad9d-4a6e-ae35-2f326bf4e130
## INFO [11:13:11.786] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:11.796] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:11.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:12.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:12.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:12.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:12.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:13.046] [mlr3] Finished benchmark
## INFO [11:13:13.062] [bbotk] Result of batch 324:
## INFO [11:13:13.063] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:13.063] [bbotk] 4 1 FALSE extratrees 0.775 0.8401787 0
## INFO [11:13:13.063] [bbotk] errors runtime_learners uhash
## INFO [11:13:13.063] [bbotk] 0 1.215 065336fc-d39b-45d8-b83f-d48d45c263f9
## INFO [11:13:13.064] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:13.084] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:13.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:13.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:13.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:13.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:13.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:13.290] [mlr3] Finished benchmark
## INFO [11:13:13.305] [bbotk] Result of batch 325:
## INFO [11:13:13.305] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:13.305] [bbotk] 4 375 FALSE gini 0.1 0.6 0
## INFO [11:13:13.305] [bbotk] errors runtime_learners uhash
## INFO [11:13:13.305] [bbotk] 0 0.171 95ba9e1f-e260-471b-a25b-90acf011fe4b
## INFO [11:13:13.306] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:13.315] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:13.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:13.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:13.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:13.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:13.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:13.659] [mlr3] Finished benchmark
## INFO [11:13:13.675] [bbotk] Result of batch 326:
## INFO [11:13:13.676] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:13.676] [bbotk] 5 375 TRUE gini 0.775 0.7103927 0
## INFO [11:13:13.676] [bbotk] errors runtime_learners uhash
## INFO [11:13:13.676] [bbotk] 0 0.297 9b4fad8d-cd61-4cb8-9196-75fd5ec2002f
## INFO [11:13:13.677] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:13.687] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:13.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:13.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:13.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:13.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:13.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:13.869] [mlr3] Finished benchmark
## INFO [11:13:13.891] [bbotk] Result of batch 327:
## INFO [11:13:13.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:13.893] [bbotk] 5 375 TRUE extratrees 0.325 0.6 0
## INFO [11:13:13.893] [bbotk] errors runtime_learners uhash
## INFO [11:13:13.893] [bbotk] 0 0.14 eb1920e5-7eda-4ca3-bcab-f16be675da0a
## INFO [11:13:13.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:13.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:13.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:13.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:14.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:14.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:14.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:14.285] [mlr3] Finished benchmark
## INFO [11:13:14.317] [bbotk] Result of batch 328:
## INFO [11:13:14.318] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:14.318] [bbotk] 3 1 TRUE gini 0.1 0.738886 0
## INFO [11:13:14.318] [bbotk] errors runtime_learners uhash
## INFO [11:13:14.318] [bbotk] 0 0.344 333615f5-d18e-4fa7-b60a-ef647fcd1fb9
## INFO [11:13:14.319] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:14.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:14.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:14.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:14.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:14.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:14.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:14.697] [mlr3] Finished benchmark
## INFO [11:13:14.712] [bbotk] Result of batch 329:
## INFO [11:13:14.713] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:14.713] [bbotk] 3 250 FALSE extratrees 0.775 0.7032476 0
## INFO [11:13:14.713] [bbotk] errors runtime_learners uhash
## INFO [11:13:14.713] [bbotk] 0 0.328 e5b4e7a1-168f-43a2-9bc0-3b65a920704b
## INFO [11:13:14.714] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:14.739] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:14.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:14.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:14.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:14.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:14.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:14.963] [mlr3] Finished benchmark
## INFO [11:13:14.978] [bbotk] Result of batch 330:
## INFO [11:13:14.979] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:14.979] [bbotk] 1 250 TRUE extratrees 0.325 0.7293882 0
## INFO [11:13:14.979] [bbotk] errors runtime_learners uhash
## INFO [11:13:14.979] [bbotk] 0 0.188 85c846ca-8732-48af-986a-33f344382dc0
## INFO [11:13:14.979] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:14.989] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:14.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:15.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:15.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:15.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:15.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:15.272] [mlr3] Finished benchmark
## INFO [11:13:15.292] [bbotk] Result of batch 331:
## INFO [11:13:15.294] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:15.294] [bbotk] 2 500 FALSE gini 1 0.6979158 0
## INFO [11:13:15.294] [bbotk] errors runtime_learners uhash
## INFO [11:13:15.294] [bbotk] 0 0.248 9a1c41be-38f4-4ecc-9bff-78244b464b79
## INFO [11:13:15.295] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:15.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:15.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:15.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:15.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:15.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:15.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:15.502] [mlr3] Finished benchmark
## INFO [11:13:15.518] [bbotk] Result of batch 332:
## INFO [11:13:15.519] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:15.519] [bbotk] 1 375 FALSE gini 0.325 0.6 0
## INFO [11:13:15.519] [bbotk] errors runtime_learners uhash
## INFO [11:13:15.519] [bbotk] 0 0.156 555d00c0-65a2-482f-9006-4d22b90c660f
## INFO [11:13:15.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:15.538] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:15.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:15.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:15.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:15.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:15.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:15.816] [mlr3] Finished benchmark
## INFO [11:13:15.835] [bbotk] Result of batch 333:
## INFO [11:13:15.836] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:15.836] [bbotk] 3 375 TRUE extratrees 0.55 0.7310788 0
## INFO [11:13:15.836] [bbotk] errors runtime_learners uhash
## INFO [11:13:15.836] [bbotk] 0 0.238 b24ec8b9-aa45-47db-84ed-f7bede6410ce
## INFO [11:13:15.837] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:15.848] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:15.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:15.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:15.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:15.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:16.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:16.065] [mlr3] Finished benchmark
## INFO [11:13:16.087] [bbotk] Result of batch 334:
## INFO [11:13:16.088] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:16.088] [bbotk] 2 250 FALSE gini 0.325 0.6534417 0
## INFO [11:13:16.088] [bbotk] errors runtime_learners uhash
## INFO [11:13:16.088] [bbotk] 0 0.191 dc08ea07-eb55-4ec6-a722-caaba801760c
## INFO [11:13:16.088] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:16.103] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:16.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:16.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:16.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:16.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:16.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:16.289] [mlr3] Finished benchmark
## INFO [11:13:16.305] [bbotk] Result of batch 335:
## INFO [11:13:16.306] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:16.306] [bbotk] 2 125 TRUE gini 0.1 0.6 0
## INFO [11:13:16.306] [bbotk] errors runtime_learners uhash
## INFO [11:13:16.306] [bbotk] 0 0.147 a57d2564-eec6-4fde-99ee-845c10461ff4
## INFO [11:13:16.306] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:16.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:16.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:16.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:16.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:16.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:16.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:16.511] [mlr3] Finished benchmark
## INFO [11:13:16.541] [bbotk] Result of batch 336:
## INFO [11:13:16.542] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:16.542] [bbotk] 2 250 TRUE gini 0.325 0.6534417 0
## INFO [11:13:16.542] [bbotk] errors runtime_learners uhash
## INFO [11:13:16.542] [bbotk] 0 0.168 8e927f40-60ab-43c9-ac6a-2e8d9c3aff1e
## INFO [11:13:16.543] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:16.562] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:16.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:16.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:16.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:16.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:16.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:16.832] [mlr3] Finished benchmark
## INFO [11:13:16.847] [bbotk] Result of batch 337:
## INFO [11:13:16.848] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:16.848] [bbotk] 5 375 FALSE extratrees 0.55 0.7143673 0
## INFO [11:13:16.848] [bbotk] errors runtime_learners uhash
## INFO [11:13:16.848] [bbotk] 0 0.235 cb3493c1-a9f8-4e99-b1c8-2cc976499190
## INFO [11:13:16.848] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:16.857] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:16.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:16.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:16.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:17.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:17.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:17.145] [mlr3] Finished benchmark
## INFO [11:13:17.167] [bbotk] Result of batch 338:
## INFO [11:13:17.168] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:17.168] [bbotk] 2 125 TRUE extratrees 0.325 0.7197581 0
## INFO [11:13:17.168] [bbotk] errors runtime_learners uhash
## INFO [11:13:17.168] [bbotk] 0 0.259 08e08739-9118-4fc2-9685-5cb731acee0d
## INFO [11:13:17.169] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:17.188] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:17.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:17.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:17.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:17.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:17.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:17.619] [mlr3] Finished benchmark
## INFO [11:13:17.635] [bbotk] Result of batch 339:
## INFO [11:13:17.636] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:17.636] [bbotk] 2 125 TRUE gini 0.775 0.7107899 0
## INFO [11:13:17.636] [bbotk] errors runtime_learners uhash
## INFO [11:13:17.636] [bbotk] 0 0.389 98b91066-bb24-4746-a4aa-23ed91a60e45
## INFO [11:13:17.637] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:17.647] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:17.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:17.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:17.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:17.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:17.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:17.885] [mlr3] Finished benchmark
## INFO [11:13:17.912] [bbotk] Result of batch 340:
## INFO [11:13:17.914] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:17.914] [bbotk] 4 500 FALSE gini 0.1 0.2 0
## INFO [11:13:17.914] [bbotk] errors runtime_learners uhash
## INFO [11:13:17.914] [bbotk] 0 0.197 b26070f5-dbb6-4120-b306-085482c40873
## INFO [11:13:17.915] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:17.931] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:17.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:17.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:18.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:18.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:18.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:18.095] [mlr3] Finished benchmark
## INFO [11:13:18.110] [bbotk] Result of batch 341:
## INFO [11:13:18.111] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:18.111] [bbotk] 5 500 FALSE extratrees 0.55 0.6 0
## INFO [11:13:18.111] [bbotk] errors runtime_learners uhash
## INFO [11:13:18.111] [bbotk] 0 0.135 15c14467-4dbc-4dbf-9dc2-8d68677e92bd
## INFO [11:13:18.112] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:18.321] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:18.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:18.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:18.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:18.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:18.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:18.510] [mlr3] Finished benchmark
## INFO [11:13:18.525] [bbotk] Result of batch 342:
## INFO [11:13:18.526] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:18.526] [bbotk] 3 375 FALSE extratrees 0.1 0.6 0
## INFO [11:13:18.526] [bbotk] errors runtime_learners uhash
## INFO [11:13:18.526] [bbotk] 0 0.165 1b25a18b-37c1-47f1-99d0-270031e2fb77
## INFO [11:13:18.526] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:18.535] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:18.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:18.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:18.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:18.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:18.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:18.906] [mlr3] Finished benchmark
## INFO [11:13:18.921] [bbotk] Result of batch 343:
## INFO [11:13:18.922] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:18.922] [bbotk] 3 125 TRUE extratrees 0.55 0.6904421 0
## INFO [11:13:18.922] [bbotk] errors runtime_learners uhash
## INFO [11:13:18.922] [bbotk] 0 0.346 c4222c79-46fb-4a75-8ddc-883c7eabe0c9
## INFO [11:13:18.923] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:18.932] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:18.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:18.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:18.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:19.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:19.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:19.089] [mlr3] Finished benchmark
## INFO [11:13:19.105] [bbotk] Result of batch 344:
## INFO [11:13:19.105] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:19.105] [bbotk] 1 500 TRUE extratrees 0.1 0.8 0
## INFO [11:13:19.105] [bbotk] errors runtime_learners uhash
## INFO [11:13:19.105] [bbotk] 0 0.13 b22cd331-83a4-4c79-86c5-3cfd7d2c5d63
## INFO [11:13:19.106] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:19.116] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:19.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:19.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:19.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:19.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:19.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:19.433] [mlr3] Finished benchmark
## INFO [11:13:19.448] [bbotk] Result of batch 345:
## INFO [11:13:19.449] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:19.449] [bbotk] 2 375 TRUE gini 1 0.7051295 0
## INFO [11:13:19.449] [bbotk] errors runtime_learners uhash
## INFO [11:13:19.449] [bbotk] 0 0.285 9844ffe6-dd8e-4635-a644-33db345b0b14
## INFO [11:13:19.450] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:19.459] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:19.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:19.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:19.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:19.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:20.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:20.235] [mlr3] Finished benchmark
## INFO [11:13:20.251] [bbotk] Result of batch 346:
## INFO [11:13:20.252] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:20.252] [bbotk] 5 1 FALSE gini 0.325 0.8049376 0
## INFO [11:13:20.252] [bbotk] errors runtime_learners uhash
## INFO [11:13:20.252] [bbotk] 0 0.745 dbf5c3d0-a1a8-44f5-a582-50ddf447f6b5
## INFO [11:13:20.252] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:20.262] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:20.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:20.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:20.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:20.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:20.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:20.437] [mlr3] Finished benchmark
## INFO [11:13:20.454] [bbotk] Result of batch 347:
## INFO [11:13:20.455] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:20.455] [bbotk] 4 500 FALSE extratrees 0.55 0.6 0
## INFO [11:13:20.455] [bbotk] errors runtime_learners uhash
## INFO [11:13:20.455] [bbotk] 0 0.145 abea9783-30d3-49e9-9878-efa2e924cdcc
## INFO [11:13:20.456] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:20.469] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:20.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:20.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:20.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:20.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:20.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:20.865] [mlr3] Finished benchmark
## INFO [11:13:20.884] [bbotk] Result of batch 348:
## INFO [11:13:20.885] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:20.885] [bbotk] 4 250 FALSE extratrees 0.775 0.6923288 0
## INFO [11:13:20.885] [bbotk] errors runtime_learners uhash
## INFO [11:13:20.885] [bbotk] 0 0.36 d2dcc06f-1bcb-43f1-a661-33abce3425d9
## INFO [11:13:20.886] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:20.912] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:20.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:20.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:20.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:21.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:21.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:21.100] [mlr3] Finished benchmark
## INFO [11:13:21.115] [bbotk] Result of batch 349:
## INFO [11:13:21.116] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:21.116] [bbotk] 1 500 FALSE gini 0.325 0.6 0
## INFO [11:13:21.116] [bbotk] errors runtime_learners uhash
## INFO [11:13:21.116] [bbotk] 0 0.155 0842b62f-2f42-4fe3-8226-38d5b1c7a65f
## INFO [11:13:21.117] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:21.127] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:21.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:21.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:21.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:21.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:22.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:22.252] [mlr3] Finished benchmark
## INFO [11:13:22.268] [bbotk] Result of batch 350:
## INFO [11:13:22.269] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:22.269] [bbotk] 4 1 TRUE gini 1 0.829059 0
## INFO [11:13:22.269] [bbotk] errors runtime_learners uhash
## INFO [11:13:22.269] [bbotk] 0 1.09 bfb55b17-50b5-44b5-a215-0c83e0822c67
## INFO [11:13:22.270] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:22.280] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:22.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:22.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:22.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:22.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:22.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:22.568] [mlr3] Finished benchmark
## INFO [11:13:22.585] [bbotk] Result of batch 351:
## INFO [11:13:22.586] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:22.586] [bbotk] 1 250 TRUE extratrees 0.55 0.7273052 0
## INFO [11:13:22.586] [bbotk] errors runtime_learners uhash
## INFO [11:13:22.586] [bbotk] 0 0.259 cc997636-282e-4396-bb75-6bdbb8f6e79f
## INFO [11:13:22.586] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:22.600] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:22.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:22.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:22.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:22.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:22.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:23.052] [mlr3] Finished benchmark
## INFO [11:13:23.074] [bbotk] Result of batch 352:
## INFO [11:13:23.075] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:23.075] [bbotk] 2 250 TRUE extratrees 1 0.6921964 0
## INFO [11:13:23.075] [bbotk] errors runtime_learners uhash
## INFO [11:13:23.075] [bbotk] 0 0.402 67c390e3-218f-439d-bd98-5077f4ce8fa3
## INFO [11:13:23.076] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:23.088] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:23.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:23.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:23.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:23.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:23.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:23.559] [mlr3] Finished benchmark
## INFO [11:13:23.579] [bbotk] Result of batch 353:
## INFO [11:13:23.580] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:23.580] [bbotk] 5 1 FALSE gini 0.1 0.7440167 0
## INFO [11:13:23.580] [bbotk] errors runtime_learners uhash
## INFO [11:13:23.580] [bbotk] 0 0.433 45b08fb5-6eeb-4f61-9409-20c0a1e683b0
## INFO [11:13:23.581] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:23.593] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:23.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:23.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:23.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:23.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:23.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:24.069] [mlr3] Finished benchmark
## INFO [11:13:24.088] [bbotk] Result of batch 354:
## INFO [11:13:24.089] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:24.089] [bbotk] 5 250 FALSE gini 1 0.7263688 0
## INFO [11:13:24.089] [bbotk] errors runtime_learners uhash
## INFO [11:13:24.089] [bbotk] 0 0.437 cdf2c676-7cff-4185-aa2b-80faa27a35d7
## INFO [11:13:24.091] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:24.106] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:24.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:24.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:24.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:24.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:24.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:24.334] [mlr3] Finished benchmark
## INFO [11:13:24.352] [bbotk] Result of batch 355:
## INFO [11:13:24.353] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:24.353] [bbotk] 3 375 FALSE gini 0.325 0.6 0
## INFO [11:13:24.353] [bbotk] errors runtime_learners uhash
## INFO [11:13:24.353] [bbotk] 0 0.191 ee9418ed-142c-429d-ab51-bf2700ff9dfa
## INFO [11:13:24.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:24.365] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:24.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:24.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:24.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:24.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:24.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:24.539] [mlr3] Finished benchmark
## INFO [11:13:24.556] [bbotk] Result of batch 356:
## INFO [11:13:24.557] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:24.557] [bbotk] 5 500 TRUE extratrees 0.325 0.6 0
## INFO [11:13:24.557] [bbotk] errors runtime_learners uhash
## INFO [11:13:24.557] [bbotk] 0 0.139 332f34d5-12d3-4ebc-8f65-1e334ff79d65
## INFO [11:13:24.558] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:24.568] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:24.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:24.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:24.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:24.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:24.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:25.008] [mlr3] Finished benchmark
## INFO [11:13:25.025] [bbotk] Result of batch 357:
## INFO [11:13:25.026] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:25.026] [bbotk] 5 125 TRUE extratrees 0.55 0.6886239 0
## INFO [11:13:25.026] [bbotk] errors runtime_learners uhash
## INFO [11:13:25.026] [bbotk] 0 0.41 f95aea74-e11e-4b34-8884-9d3552fba74a
## INFO [11:13:25.027] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:25.036] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:25.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:25.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:25.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:25.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:25.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:25.380] [mlr3] Finished benchmark
## INFO [11:13:25.404] [bbotk] Result of batch 358:
## INFO [11:13:25.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:25.405] [bbotk] 2 125 FALSE extratrees 0.325 0.7198267 0
## INFO [11:13:25.405] [bbotk] errors runtime_learners uhash
## INFO [11:13:25.405] [bbotk] 0 0.304 22516f8a-857e-41bf-8386-43a72553c61a
## INFO [11:13:25.406] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:25.425] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:25.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:25.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:25.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:25.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:25.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:25.740] [mlr3] Finished benchmark
## INFO [11:13:25.757] [bbotk] Result of batch 359:
## INFO [11:13:25.758] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:25.758] [bbotk] 4 500 TRUE gini 1 0.7086383 0
## INFO [11:13:25.758] [bbotk] errors runtime_learners uhash
## INFO [11:13:25.758] [bbotk] 0 0.283 e8500667-069f-4a29-8781-541b50d88ac9
## INFO [11:13:25.758] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:25.768] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:25.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:25.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:25.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:25.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:25.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:26.021] [mlr3] Finished benchmark
## INFO [11:13:26.038] [bbotk] Result of batch 360:
## INFO [11:13:26.039] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:26.039] [bbotk] 2 375 FALSE gini 0.775 0.6958966 0
## INFO [11:13:26.039] [bbotk] errors runtime_learners uhash
## INFO [11:13:26.039] [bbotk] 0 0.223 277f2387-4976-4fb1-bff6-0b9edce05354
## INFO [11:13:26.039] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:26.049] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:26.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:26.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:26.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:26.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:26.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:26.289] [mlr3] Finished benchmark
## INFO [11:13:26.360] [bbotk] Result of batch 361:
## INFO [11:13:26.361] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:26.361] [bbotk] 3 250 FALSE gini 0.325 0.6496681 0
## INFO [11:13:26.361] [bbotk] errors runtime_learners uhash
## INFO [11:13:26.361] [bbotk] 0 0.21 1b7ad537-a854-4fd2-9b75-7cc83726cc77
## INFO [11:13:26.362] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:26.376] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:26.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:26.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:26.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:26.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:27.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:27.353] [mlr3] Finished benchmark
## INFO [11:13:27.368] [bbotk] Result of batch 362:
## INFO [11:13:27.369] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:27.369] [bbotk] 2 1 TRUE extratrees 0.775 0.8235997 0
## INFO [11:13:27.369] [bbotk] errors runtime_learners uhash
## INFO [11:13:27.369] [bbotk] 0 0.941 0ad366d5-fe33-4c94-9488-b37f81f4f120
## INFO [11:13:27.370] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:27.379] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:27.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:27.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:27.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:27.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:27.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:28.109] [mlr3] Finished benchmark
## INFO [11:13:28.125] [bbotk] Result of batch 363:
## INFO [11:13:28.126] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:28.126] [bbotk] 4 1 FALSE extratrees 0.325 0.8066919 0
## INFO [11:13:28.126] [bbotk] errors runtime_learners uhash
## INFO [11:13:28.126] [bbotk] 0 0.702 d1b7f63d-9045-4b46-ac8a-621efd7b2e54
## INFO [11:13:28.127] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:28.137] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:28.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:28.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:28.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:28.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:28.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:28.304] [mlr3] Finished benchmark
## INFO [11:13:28.332] [bbotk] Result of batch 364:
## INFO [11:13:28.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:28.333] [bbotk] 5 125 TRUE extratrees 0.1 0.6 0
## INFO [11:13:28.333] [bbotk] errors runtime_learners uhash
## INFO [11:13:28.333] [bbotk] 0 0.142 6586123d-a562-44ef-af64-8e29232cf55a
## INFO [11:13:28.334] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:28.343] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:28.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:28.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:28.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:28.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:29.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:29.388] [mlr3] Finished benchmark
## INFO [11:13:29.404] [bbotk] Result of batch 365:
## INFO [11:13:29.404] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:29.404] [bbotk] 3 1 TRUE extratrees 0.775 0.8310192 0
## INFO [11:13:29.404] [bbotk] errors runtime_learners uhash
## INFO [11:13:29.404] [bbotk] 0 1.013 dc032bd8-ec77-49e3-b278-0b4b6d55e5b6
## INFO [11:13:29.405] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:29.414] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:29.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:29.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:29.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:29.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:29.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:29.723] [mlr3] Finished benchmark
## INFO [11:13:29.738] [bbotk] Result of batch 366:
## INFO [11:13:29.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:29.739] [bbotk] 5 125 TRUE gini 0.325 0.70338 0
## INFO [11:13:29.739] [bbotk] errors runtime_learners uhash
## INFO [11:13:29.739] [bbotk] 0 0.282 f684481a-e92a-497e-8a65-86ff43aaf7e0
## INFO [11:13:29.740] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:29.749] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:29.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:29.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:29.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:29.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:30.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:30.074] [mlr3] Finished benchmark
## INFO [11:13:30.089] [bbotk] Result of batch 367:
## INFO [11:13:30.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:30.090] [bbotk] 1 125 FALSE gini 0.55 0.6979158 0
## INFO [11:13:30.090] [bbotk] errors runtime_learners uhash
## INFO [11:13:30.090] [bbotk] 0 0.288 35ca6d5f-f034-4ac3-90c9-45d2c6a1630c
## INFO [11:13:30.090] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:30.099] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:30.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:30.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:30.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:30.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:30.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:30.273] [mlr3] Finished benchmark
## INFO [11:13:30.287] [bbotk] Result of batch 368:
## INFO [11:13:30.288] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:30.288] [bbotk] 4 375 FALSE extratrees 0.325 0.6 0
## INFO [11:13:30.288] [bbotk] errors runtime_learners uhash
## INFO [11:13:30.288] [bbotk] 0 0.149 b3cc8a9d-6a69-4387-a382-c9ee0ecc6212
## INFO [11:13:30.289] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:30.298] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:30.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:30.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:30.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:30.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:30.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:30.746] [mlr3] Finished benchmark
## INFO [11:13:30.761] [bbotk] Result of batch 369:
## INFO [11:13:30.762] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:30.762] [bbotk] 3 125 FALSE gini 0.775 0.7195522 0
## INFO [11:13:30.762] [bbotk] errors runtime_learners uhash
## INFO [11:13:30.762] [bbotk] 0 0.42 1edc89d1-166a-477a-b550-3244b535040f
## INFO [11:13:30.763] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:30.772] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:30.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:30.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:30.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:30.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:31.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:31.154] [mlr3] Finished benchmark
## INFO [11:13:31.170] [bbotk] Result of batch 370:
## INFO [11:13:31.170] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:31.170] [bbotk] 4 250 TRUE gini 0.775 0.7105251 0
## INFO [11:13:31.170] [bbotk] errors runtime_learners uhash
## INFO [11:13:31.170] [bbotk] 0 0.357 94f9f6c3-21db-4293-b9e3-89adcb95459f
## INFO [11:13:31.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:31.180] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:31.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:31.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:31.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:31.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:31.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:31.484] [mlr3] Finished benchmark
## INFO [11:13:31.499] [bbotk] Result of batch 371:
## INFO [11:13:31.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:31.500] [bbotk] 4 375 FALSE extratrees 0.775 0.7271042 0
## INFO [11:13:31.500] [bbotk] errors runtime_learners uhash
## INFO [11:13:31.500] [bbotk] 0 0.279 0134f699-096b-4efb-bb66-c0c52536f090
## INFO [11:13:31.500] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:31.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:31.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:31.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:31.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:31.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:31.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:31.674] [mlr3] Finished benchmark
## INFO [11:13:31.689] [bbotk] Result of batch 372:
## INFO [11:13:31.690] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:31.690] [bbotk] 3 250 TRUE gini 0.1 0.6 0
## INFO [11:13:31.690] [bbotk] errors runtime_learners uhash
## INFO [11:13:31.690] [bbotk] 0 0.134 7e31c1f1-a6c6-4a8c-b66d-d5e26ffbe670
## INFO [11:13:31.691] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:31.700] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:31.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:31.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:31.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:31.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:31.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:31.982] [mlr3] Finished benchmark
## INFO [11:13:31.997] [bbotk] Result of batch 373:
## INFO [11:13:31.998] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:31.998] [bbotk] 1 250 FALSE gini 1 0.6904372 0
## INFO [11:13:31.998] [bbotk] errors runtime_learners uhash
## INFO [11:13:31.998] [bbotk] 0 0.256 2d38742a-b0e2-404b-864d-f084f5ccf62f
## INFO [11:13:31.999] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:32.017] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:32.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:32.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:32.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:32.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:32.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:32.178] [mlr3] Finished benchmark
## INFO [11:13:32.194] [bbotk] Result of batch 374:
## INFO [11:13:32.194] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:32.194] [bbotk] 5 250 TRUE extratrees 0.1 0.4 0
## INFO [11:13:32.194] [bbotk] errors runtime_learners uhash
## INFO [11:13:32.194] [bbotk] 0 0.136 842e8f20-298a-4a26-989f-1fb1a13893b8
## INFO [11:13:32.195] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:32.204] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:32.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:32.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:32.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:32.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:32.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:32.552] [mlr3] Finished benchmark
## INFO [11:13:32.567] [bbotk] Result of batch 375:
## INFO [11:13:32.568] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:32.568] [bbotk] 1 125 FALSE gini 1 0.705262 0
## INFO [11:13:32.568] [bbotk] errors runtime_learners uhash
## INFO [11:13:32.568] [bbotk] 0 0.32 bc910e44-9596-40fa-bcf2-77c3a7d2c4f8
## INFO [11:13:32.568] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:32.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:32.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:32.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:32.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:32.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:32.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:32.790] [mlr3] Finished benchmark
## INFO [11:13:32.805] [bbotk] Result of batch 376:
## INFO [11:13:32.806] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:32.806] [bbotk] 1 375 FALSE gini 0.55 0.6626746 0
## INFO [11:13:32.806] [bbotk] errors runtime_learners uhash
## INFO [11:13:32.806] [bbotk] 0 0.188 efe897bb-578f-4de7-944b-ba9c789826d2
## INFO [11:13:32.807] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:32.816] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:32.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:32.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:32.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:32.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:32.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:32.987] [mlr3] Finished benchmark
## INFO [11:13:33.003] [bbotk] Result of batch 377:
## INFO [11:13:33.003] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:33.003] [bbotk] 4 500 FALSE gini 0.55 0.6 0
## INFO [11:13:33.003] [bbotk] errors runtime_learners uhash
## INFO [11:13:33.003] [bbotk] 0 0.136 dc4f1eba-261a-480a-8fb5-0262bbea6a6f
## INFO [11:13:33.004] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:33.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:33.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:33.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:33.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:33.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:33.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:33.537] [mlr3] Finished benchmark
## INFO [11:13:33.552] [bbotk] Result of batch 378:
## INFO [11:13:33.553] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:33.553] [bbotk] 5 125 TRUE gini 0.775 0.7270356 0
## INFO [11:13:33.553] [bbotk] errors runtime_learners uhash
## INFO [11:13:33.553] [bbotk] 0 0.493 d7308d4e-d70a-4e4b-bec0-56f2d0b94511
## INFO [11:13:33.553] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:33.563] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:33.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:33.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:33.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:33.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:33.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:33.847] [mlr3] Finished benchmark
## INFO [11:13:33.862] [bbotk] Result of batch 379:
## INFO [11:13:33.863] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:33.863] [bbotk] 3 125 TRUE extratrees 0.325 0.7142349 0
## INFO [11:13:33.863] [bbotk] errors runtime_learners uhash
## INFO [11:13:33.863] [bbotk] 0 0.258 528f14fa-7862-4b34-b9ec-e77716b0753a
## INFO [11:13:33.863] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:33.872] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:33.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:33.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:34.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:34.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:34.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:34.178] [mlr3] Finished benchmark
## INFO [11:13:34.192] [bbotk] Result of batch 380:
## INFO [11:13:34.193] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:34.193] [bbotk] 4 375 TRUE gini 0.775 0.7067515 0
## INFO [11:13:34.193] [bbotk] errors runtime_learners uhash
## INFO [11:13:34.193] [bbotk] 0 0.271 8a53aefc-1acb-48c8-a649-26ef6b3216fe
## INFO [11:13:34.194] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:34.203] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:34.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:34.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:34.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:34.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:34.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:34.426] [mlr3] Finished benchmark
## INFO [11:13:34.441] [bbotk] Result of batch 381:
## INFO [11:13:34.442] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:34.442] [bbotk] 1 250 FALSE extratrees 0.325 0.7218411 0
## INFO [11:13:34.442] [bbotk] errors runtime_learners uhash
## INFO [11:13:34.442] [bbotk] 0 0.198 d644dd28-b3b6-4c50-83e6-fb68f341ddf1
## INFO [11:13:34.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:34.452] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:34.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:34.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:34.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:34.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:34.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:34.610] [mlr3] Finished benchmark
## INFO [11:13:34.625] [bbotk] Result of batch 382:
## INFO [11:13:34.626] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:34.626] [bbotk] 5 500 FALSE gini 0.55 0.6 0
## INFO [11:13:34.626] [bbotk] errors runtime_learners uhash
## INFO [11:13:34.626] [bbotk] 0 0.132 1f9f5592-8548-488d-a95d-ef6437376dde
## INFO [11:13:34.626] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:34.635] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:34.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:34.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:34.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:34.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:34.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:34.798] [mlr3] Finished benchmark
## INFO [11:13:34.813] [bbotk] Result of batch 383:
## INFO [11:13:34.814] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:34.814] [bbotk] 4 500 TRUE gini 0.325 0.6 0
## INFO [11:13:34.814] [bbotk] errors runtime_learners uhash
## INFO [11:13:34.814] [bbotk] 0 0.139 2dfb9ed7-4097-4934-9791-35ad663559a7
## INFO [11:13:34.814] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:34.823] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:34.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:34.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:34.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:34.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:34.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:35.031] [mlr3] Finished benchmark
## INFO [11:13:35.046] [bbotk] Result of batch 384:
## INFO [11:13:35.046] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:35.046] [bbotk] 1 250 FALSE gini 0.325 0.6626746 0
## INFO [11:13:35.046] [bbotk] errors runtime_learners uhash
## INFO [11:13:35.046] [bbotk] 0 0.183 81f208b2-f6a7-46d7-924b-b0515971247e
## INFO [11:13:35.047] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:35.056] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:35.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:35.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:35.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:35.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:35.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:35.213] [mlr3] Finished benchmark
## INFO [11:13:35.228] [bbotk] Result of batch 385:
## INFO [11:13:35.229] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:35.229] [bbotk] 3 500 FALSE extratrees 0.55 0.6 0
## INFO [11:13:35.229] [bbotk] errors runtime_learners uhash
## INFO [11:13:35.229] [bbotk] 0 0.134 90282403-1419-43eb-93a4-543a094d5a0f
## INFO [11:13:35.229] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:35.238] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:35.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:35.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:35.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:35.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:35.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:35.393] [mlr3] Finished benchmark
## INFO [11:13:35.419] [bbotk] Result of batch 386:
## INFO [11:13:35.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:35.420] [bbotk] 3 375 TRUE extratrees 0.325 0.6 0
## INFO [11:13:35.420] [bbotk] errors runtime_learners uhash
## INFO [11:13:35.420] [bbotk] 0 0.128 32248a8a-14fe-4780-badc-b9090f651dad
## INFO [11:13:35.420] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:35.429] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:35.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:35.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:35.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:35.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:35.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:35.600] [mlr3] Finished benchmark
## INFO [11:13:35.616] [bbotk] Result of batch 387:
## INFO [11:13:35.617] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:35.617] [bbotk] 2 250 TRUE gini 0.1 0.6 0
## INFO [11:13:35.617] [bbotk] errors runtime_learners uhash
## INFO [11:13:35.617] [bbotk] 0 0.141 f70578df-1561-47b3-a5cb-85f0356f0086
## INFO [11:13:35.618] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:35.627] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:35.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:35.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:35.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:35.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:35.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:36.015] [mlr3] Finished benchmark
## INFO [11:13:36.031] [bbotk] Result of batch 388:
## INFO [11:13:36.032] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:36.032] [bbotk] 4 1 TRUE gini 0.1 0.7366706 0
## INFO [11:13:36.032] [bbotk] errors runtime_learners uhash
## INFO [11:13:36.032] [bbotk] 0 0.358 23401bfd-93f0-4611-a85c-1eea68b33858
## INFO [11:13:36.033] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:36.042] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:36.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:36.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:36.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:36.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:36.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:36.866] [mlr3] Finished benchmark
## INFO [11:13:36.881] [bbotk] Result of batch 389:
## INFO [11:13:36.882] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:36.882] [bbotk] 4 1 TRUE gini 0.55 0.8215853 0
## INFO [11:13:36.882] [bbotk] errors runtime_learners uhash
## INFO [11:13:36.882] [bbotk] 0 0.794 1876beb9-247d-4fba-9e03-25087eff2e3e
## INFO [11:13:36.883] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:36.891] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:36.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:36.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:36.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:36.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:37.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:37.050] [mlr3] Finished benchmark
## INFO [11:13:37.065] [bbotk] Result of batch 390:
## INFO [11:13:37.066] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:37.066] [bbotk] 4 500 TRUE gini 0.1 0.4 0
## INFO [11:13:37.066] [bbotk] errors runtime_learners uhash
## INFO [11:13:37.066] [bbotk] 0 0.133 557dc323-db30-4cb3-a535-50c53cf9d6cb
## INFO [11:13:37.067] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:37.076] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:37.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:37.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:37.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:37.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:37.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:37.728] [mlr3] Finished benchmark
## INFO [11:13:37.744] [bbotk] Result of batch 391:
## INFO [11:13:37.744] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:37.744] [bbotk] 3 1 TRUE extratrees 0.325 0.7773711 0
## INFO [11:13:37.744] [bbotk] errors runtime_learners uhash
## INFO [11:13:37.744] [bbotk] 0 0.622 82169ec9-0367-4a0f-a3fa-6745b65c82c0
## INFO [11:13:37.745] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:37.754] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:37.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:37.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:37.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:38.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:38.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:38.360] [mlr3] Finished benchmark
## INFO [11:13:38.375] [bbotk] Result of batch 392:
## INFO [11:13:38.376] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:38.376] [bbotk] 5 125 TRUE gini 1 0.734318 0
## INFO [11:13:38.376] [bbotk] errors runtime_learners uhash
## INFO [11:13:38.376] [bbotk] 0 0.578 6eaa21ac-c07a-4c4b-a4a5-1f9e4a227235
## INFO [11:13:38.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:38.385] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:38.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:38.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:38.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:38.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:38.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:38.740] [mlr3] Finished benchmark
## INFO [11:13:38.755] [bbotk] Result of batch 393:
## INFO [11:13:38.756] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:38.756] [bbotk] 2 375 TRUE extratrees 1 0.7107261 0
## INFO [11:13:38.756] [bbotk] errors runtime_learners uhash
## INFO [11:13:38.756] [bbotk] 0 0.327 d257b6b1-0ff5-48e9-bdaf-d2d2cfa72832
## INFO [11:13:38.757] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:38.766] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:38.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:38.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:38.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:38.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:38.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:38.928] [mlr3] Finished benchmark
## INFO [11:13:38.943] [bbotk] Result of batch 394:
## INFO [11:13:38.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:38.944] [bbotk] 4 500 TRUE extratrees 0.1 0.4 0
## INFO [11:13:38.944] [bbotk] errors runtime_learners uhash
## INFO [11:13:38.944] [bbotk] 0 0.137 bb3b61f2-344f-4d0e-a554-61b1aca67f96
## INFO [11:13:38.944] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:38.954] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:38.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:38.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:39.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:39.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:39.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:39.152] [mlr3] Finished benchmark
## INFO [11:13:39.168] [bbotk] Result of batch 395:
## INFO [11:13:39.168] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:39.168] [bbotk] 4 250 FALSE gini 0.1 0.6 0
## INFO [11:13:39.168] [bbotk] errors runtime_learners uhash
## INFO [11:13:39.168] [bbotk] 0 0.171 02bab498-1ca4-4c97-af70-2298beb1d1dc
## INFO [11:13:39.169] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:39.184] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:39.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:39.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:39.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:39.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:39.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:39.460] [mlr3] Finished benchmark
## INFO [11:13:39.475] [bbotk] Result of batch 396:
## INFO [11:13:39.476] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:39.476] [bbotk] 1 125 TRUE extratrees 0.325 0.7236003 0
## INFO [11:13:39.476] [bbotk] errors runtime_learners uhash
## INFO [11:13:39.476] [bbotk] 0 0.25 d01baf38-4ff1-4bef-aa8c-71b32ce538b8
## INFO [11:13:39.477] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:39.486] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:39.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:39.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:39.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:39.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:39.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:39.636] [mlr3] Finished benchmark
## INFO [11:13:39.651] [bbotk] Result of batch 397:
## INFO [11:13:39.652] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:39.652] [bbotk] 4 500 TRUE extratrees 0.55 0.6 0
## INFO [11:13:39.652] [bbotk] errors runtime_learners uhash
## INFO [11:13:39.652] [bbotk] 0 0.125 4fd9a827-23d9-457e-a844-93407a046957
## INFO [11:13:39.653] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:39.662] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:39.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:39.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:39.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:39.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:39.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:39.835] [mlr3] Finished benchmark
## INFO [11:13:39.851] [bbotk] Result of batch 398:
## INFO [11:13:39.851] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:39.851] [bbotk] 3 125 TRUE gini 0.1 0.6 0
## INFO [11:13:39.851] [bbotk] errors runtime_learners uhash
## INFO [11:13:39.851] [bbotk] 0 0.138 f264122b-156f-455a-8fbd-b8e28d8d12bb
## INFO [11:13:39.852] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:39.861] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:39.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:40.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:40.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:40.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:40.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:40.815] [mlr3] Finished benchmark
## INFO [11:13:40.830] [bbotk] Result of batch 399:
## INFO [11:13:40.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:40.831] [bbotk] 3 1 TRUE gini 1 0.829059 0
## INFO [11:13:40.831] [bbotk] errors runtime_learners uhash
## INFO [11:13:40.831] [bbotk] 0 0.928 0ef596cc-1646-45b9-93ea-096c68461ffb
## INFO [11:13:40.832] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:40.841] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:40.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:40.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:40.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:41.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:41.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:41.145] [mlr3] Finished benchmark
## INFO [11:13:41.159] [bbotk] Result of batch 400:
## INFO [11:13:41.160] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:41.160] [bbotk] 1 125 TRUE gini 0.55 0.6905745 0
## INFO [11:13:41.160] [bbotk] errors runtime_learners uhash
## INFO [11:13:41.160] [bbotk] 0 0.277 6a911033-1ba8-41c2-a8af-8eaab8cf3865
## INFO [11:13:41.161] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:41.170] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:41.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:41.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:41.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:41.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:41.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:41.657] [mlr3] Finished benchmark
## INFO [11:13:41.672] [bbotk] Result of batch 401:
## INFO [11:13:41.673] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:41.673] [bbotk] 4 125 FALSE gini 1 0.7318919 0
## INFO [11:13:41.673] [bbotk] errors runtime_learners uhash
## INFO [11:13:41.673] [bbotk] 0 0.452 46123e06-3266-40d7-a7fd-5740da8707bb
## INFO [11:13:41.673] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:41.682] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:41.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:41.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:41.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:41.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:41.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:42.077] [mlr3] Finished benchmark
## INFO [11:13:42.092] [bbotk] Result of batch 402:
## INFO [11:13:42.092] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:42.092] [bbotk] 3 250 FALSE extratrees 1 0.6886239 0
## INFO [11:13:42.092] [bbotk] errors runtime_learners uhash
## INFO [11:13:42.092] [bbotk] 0 0.371 67fe0d87-c779-4fd7-ba9b-50b0b576a453
## INFO [11:13:42.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:42.102] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:42.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:42.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:42.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:42.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:42.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:42.392] [mlr3] Finished benchmark
## INFO [11:13:42.407] [bbotk] Result of batch 403:
## INFO [11:13:42.408] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:42.408] [bbotk] 4 125 TRUE gini 0.325 0.7051295 0
## INFO [11:13:42.408] [bbotk] errors runtime_learners uhash
## INFO [11:13:42.408] [bbotk] 0 0.264 df9cc15e-3e20-47b4-b919-0cbf176dbe80
## INFO [11:13:42.409] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:42.427] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:42.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:42.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:42.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:42.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:42.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:42.750] [mlr3] Finished benchmark
## INFO [11:13:42.766] [bbotk] Result of batch 404:
## INFO [11:13:42.766] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:42.766] [bbotk] 5 125 FALSE extratrees 0.325 0.7069525 0
## INFO [11:13:42.766] [bbotk] errors runtime_learners uhash
## INFO [11:13:42.766] [bbotk] 0 0.298 e5c1eaf7-cbfb-4abc-a8de-ac15c830a019
## INFO [11:13:42.767] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:42.776] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:42.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:42.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:43.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:43.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:43.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:43.628] [mlr3] Finished benchmark
## INFO [11:13:43.644] [bbotk] Result of batch 405:
## INFO [11:13:43.645] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:43.645] [bbotk] 3 1 TRUE gini 0.775 0.8198947 0
## INFO [11:13:43.645] [bbotk] errors runtime_learners uhash
## INFO [11:13:43.645] [bbotk] 0 0.824 eaaa3f98-5b9e-4cc3-ae1f-10dc9c1a8b6c
## INFO [11:13:43.646] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:43.655] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:43.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:43.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:43.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:43.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:43.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:43.815] [mlr3] Finished benchmark
## INFO [11:13:43.882] [bbotk] Result of batch 406:
## INFO [11:13:43.882] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:43.882] [bbotk] 4 125 TRUE extratrees 0.1 0.8 0
## INFO [11:13:43.882] [bbotk] errors runtime_learners uhash
## INFO [11:13:43.882] [bbotk] 0 0.136 897efbbc-e579-4327-be40-307ee4192725
## INFO [11:13:43.883] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:43.898] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:43.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:43.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:43.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:44.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:44.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:44.082] [mlr3] Finished benchmark
## INFO [11:13:44.098] [bbotk] Result of batch 407:
## INFO [11:13:44.098] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:44.098] [bbotk] 5 375 FALSE extratrees 0.325 0.6 0
## INFO [11:13:44.098] [bbotk] errors runtime_learners uhash
## INFO [11:13:44.098] [bbotk] 0 0.155 b9cbbec1-7e8e-444b-bc19-3f4c57051819
## INFO [11:13:44.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:44.109] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:44.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:44.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:44.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:44.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:44.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:44.383] [mlr3] Finished benchmark
## INFO [11:13:44.398] [bbotk] Result of batch 408:
## INFO [11:13:44.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:44.398] [bbotk] 1 250 FALSE gini 0.775 0.6942108 0
## INFO [11:13:44.398] [bbotk] errors runtime_learners uhash
## INFO [11:13:44.398] [bbotk] 0 0.246 34173a10-a42c-4b77-9db1-c6a464105257
## INFO [11:13:44.399] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:44.408] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:44.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:44.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:44.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:44.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:44.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:44.612] [mlr3] Finished benchmark
## INFO [11:13:44.627] [bbotk] Result of batch 409:
## INFO [11:13:44.628] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:44.628] [bbotk] 1 500 TRUE gini 0.775 0.6607878 0
## INFO [11:13:44.628] [bbotk] errors runtime_learners uhash
## INFO [11:13:44.628] [bbotk] 0 0.181 97466a2f-cf85-4ab7-8d94-896484799422
## INFO [11:13:44.629] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:44.638] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:44.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:44.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:44.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:44.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:44.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:44.828] [mlr3] Finished benchmark
## INFO [11:13:44.843] [bbotk] Result of batch 410:
## INFO [11:13:44.844] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:44.844] [bbotk] 3 500 FALSE gini 0.325 0.6 0
## INFO [11:13:44.844] [bbotk] errors runtime_learners uhash
## INFO [11:13:44.844] [bbotk] 0 0.153 c8b9f5ac-dda5-4708-bc67-95d60a6c584b
## INFO [11:13:44.844] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:44.853] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:44.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:44.887] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:44.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:44.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:44.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:45.011] [mlr3] Finished benchmark
## INFO [11:13:45.026] [bbotk] Result of batch 411:
## INFO [11:13:45.027] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:45.027] [bbotk] 5 500 TRUE extratrees 0.1 0.8 0
## INFO [11:13:45.027] [bbotk] errors runtime_learners uhash
## INFO [11:13:45.027] [bbotk] 0 0.134 d5b5b016-b313-418a-8a94-c16bc5d23277
## INFO [11:13:45.028] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:45.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:45.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:45.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:45.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:45.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:45.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:45.801] [mlr3] Finished benchmark
## INFO [11:13:45.817] [bbotk] Result of batch 412:
## INFO [11:13:45.817] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:45.817] [bbotk] 2 1 TRUE gini 0.775 0.8216491 0
## INFO [11:13:45.817] [bbotk] errors runtime_learners uhash
## INFO [11:13:45.817] [bbotk] 0 0.735 939df010-7e95-4c4e-b0bd-b36295037489
## INFO [11:13:45.818] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:45.827] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:45.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:46.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:46.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:46.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:46.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:47.003] [mlr3] Finished benchmark
## INFO [11:13:47.018] [bbotk] Result of batch 413:
## INFO [11:13:47.019] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:47.019] [bbotk] 2 1 FALSE extratrees 1 0.8366748 0
## INFO [11:13:47.019] [bbotk] errors runtime_learners uhash
## INFO [11:13:47.019] [bbotk] 0 1.13 7026c103-3bad-4896-a70f-03504c04f58b
## INFO [11:13:47.020] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:47.029] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:47.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:47.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:47.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:47.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:47.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:47.257] [mlr3] Finished benchmark
## INFO [11:13:47.272] [bbotk] Result of batch 414:
## INFO [11:13:47.273] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:47.273] [bbotk] 1 375 FALSE gini 0.775 0.6812091 0
## INFO [11:13:47.273] [bbotk] errors runtime_learners uhash
## INFO [11:13:47.273] [bbotk] 0 0.202 74723fc5-8680-4206-83cb-7b02d7577ffc
## INFO [11:13:47.274] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:47.283] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:47.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:47.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:47.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:47.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:47.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:47.772] [mlr3] Finished benchmark
## INFO [11:13:47.789] [bbotk] Result of batch 415:
## INFO [11:13:47.790] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:47.790] [bbotk] 1 125 TRUE extratrees 1 0.6868695 0
## INFO [11:13:47.790] [bbotk] errors runtime_learners uhash
## INFO [11:13:47.790] [bbotk] 0 0.449 bdc49ef7-440c-4fab-bec3-343cd047c0f4
## INFO [11:13:47.791] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:47.800] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:47.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:47.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:47.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:47.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:47.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:47.986] [mlr3] Finished benchmark
## INFO [11:13:48.001] [bbotk] Result of batch 416:
## INFO [11:13:48.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:48.002] [bbotk] 5 125 FALSE gini 0.1 0.4 0
## INFO [11:13:48.002] [bbotk] errors runtime_learners uhash
## INFO [11:13:48.002] [bbotk] 0 0.16 7380d659-1b34-4dee-bbc5-27a530ec4f89
## INFO [11:13:48.003] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:48.012] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:48.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:48.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:48.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:48.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:48.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:48.699] [mlr3] Finished benchmark
## INFO [11:13:48.715] [bbotk] Result of batch 417:
## INFO [11:13:48.715] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:48.715] [bbotk] 4 1 TRUE extratrees 0.325 0.7955084 0
## INFO [11:13:48.715] [bbotk] errors runtime_learners uhash
## INFO [11:13:48.715] [bbotk] 0 0.659 04041d53-d79b-4bda-84f3-08c9b98288b8
## INFO [11:13:48.716] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:48.725] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:48.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:48.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:48.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:49.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:49.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:49.204] [mlr3] Finished benchmark
## INFO [11:13:49.219] [bbotk] Result of batch 418:
## INFO [11:13:49.220] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:49.220] [bbotk] 5 1 FALSE extratrees 0.1 0.7440119 0
## INFO [11:13:49.220] [bbotk] errors runtime_learners uhash
## INFO [11:13:49.220] [bbotk] 0 0.434 666fb133-cabc-4a8a-8a14-1e5ec40039ac
## INFO [11:13:49.221] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:49.230] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:49.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:49.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:49.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:49.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:49.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:49.474] [mlr3] Finished benchmark
## INFO [11:13:49.491] [bbotk] Result of batch 419:
## INFO [11:13:49.492] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:49.492] [bbotk] 5 250 FALSE extratrees 0.325 0.7015666 0
## INFO [11:13:49.492] [bbotk] errors runtime_learners uhash
## INFO [11:13:49.492] [bbotk] 0 0.211 4f685ebd-73b7-4b52-8b47-4b0be101ae61
## INFO [11:13:49.493] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:49.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:49.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:49.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:49.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:49.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:49.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:49.952] [mlr3] Finished benchmark
## INFO [11:13:49.967] [bbotk] Result of batch 420:
## INFO [11:13:49.968] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:49.968] [bbotk] 3 1 FALSE extratrees 0.1 0.735181 0
## INFO [11:13:49.968] [bbotk] errors runtime_learners uhash
## INFO [11:13:49.968] [bbotk] 0 0.422 f38febad-628f-4e3a-a9b4-39c46f34c6da
## INFO [11:13:49.968] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:49.978] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:49.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:50.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:50.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:50.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:50.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:50.231] [mlr3] Finished benchmark
## INFO [11:13:50.246] [bbotk] Result of batch 421:
## INFO [11:13:50.247] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:50.247] [bbotk] 1 375 TRUE extratrees 0.55 0.7365382 0
## INFO [11:13:50.247] [bbotk] errors runtime_learners uhash
## INFO [11:13:50.247] [bbotk] 0 0.222 09e6620a-4007-4ee7-ac0e-387b979fcd00
## INFO [11:13:50.248] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:50.257] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:50.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:50.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:50.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:50.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:50.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:50.549] [mlr3] Finished benchmark
## INFO [11:13:50.565] [bbotk] Result of batch 422:
## INFO [11:13:50.565] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:50.565] [bbotk] 2 375 TRUE extratrees 0.775 0.7290596 0
## INFO [11:13:50.565] [bbotk] errors runtime_learners uhash
## INFO [11:13:50.565] [bbotk] 0 0.263 84d0771f-3ed2-4489-a610-fd42c3744970
## INFO [11:13:50.566] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:50.575] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:50.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:50.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:50.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:50.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:50.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:50.764] [mlr3] Finished benchmark
## INFO [11:13:50.779] [bbotk] Result of batch 423:
## INFO [11:13:50.780] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:50.780] [bbotk] 2 500 FALSE gini 0.1 0.6 0
## INFO [11:13:50.780] [bbotk] errors runtime_learners uhash
## INFO [11:13:50.780] [bbotk] 0 0.161 faaa92fb-1885-4184-849a-ee6035b6ab58
## INFO [11:13:50.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:50.790] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:50.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:50.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:50.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:50.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:51.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:51.091] [mlr3] Finished benchmark
## INFO [11:13:51.106] [bbotk] Result of batch 424:
## INFO [11:13:51.107] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:51.107] [bbotk] 2 250 FALSE extratrees 0.55 0.7346514 0
## INFO [11:13:51.107] [bbotk] errors runtime_learners uhash
## INFO [11:13:51.107] [bbotk] 0 0.26 0d89f9dd-a1db-40e5-a479-7c37aa10bcd6
## INFO [11:13:51.108] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:51.117] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:51.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:51.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:51.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:51.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:51.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:52.128] [mlr3] Finished benchmark
## INFO [11:13:52.152] [bbotk] Result of batch 425:
## INFO [11:13:52.153] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:52.153] [bbotk] 4 1 FALSE extratrees 0.55 0.8383558 0
## INFO [11:13:52.153] [bbotk] errors runtime_learners uhash
## INFO [11:13:52.153] [bbotk] 0 0.979 6bd66963-f708-42a7-b648-96a6529de7c9
## INFO [11:13:52.155] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:52.166] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:52.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:52.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:52.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:52.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:52.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:52.475] [mlr3] Finished benchmark
## INFO [11:13:52.493] [bbotk] Result of batch 426:
## INFO [11:13:52.494] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:52.494] [bbotk] 4 375 FALSE gini 0.775 0.7264374 0
## INFO [11:13:52.494] [bbotk] errors runtime_learners uhash
## INFO [11:13:52.494] [bbotk] 0 0.269 df5bbfe5-ecd8-4982-b04b-9ceb7c80e550
## INFO [11:13:52.495] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:52.524] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:52.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:52.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:52.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:53.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:53.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:53.516] [mlr3] Finished benchmark
## INFO [11:13:53.531] [bbotk] Result of batch 427:
## INFO [11:13:53.532] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:53.532] [bbotk] 5 1 TRUE extratrees 0.55 0.8176793 0
## INFO [11:13:53.532] [bbotk] errors runtime_learners uhash
## INFO [11:13:53.532] [bbotk] 0 0.955 33be3c96-b1c5-4076-9200-221612c1d303
## INFO [11:13:53.532] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:53.541] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:53.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:53.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:53.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:53.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:54.038] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:54.161] [mlr3] Finished benchmark
## INFO [11:13:54.176] [bbotk] Result of batch 428:
## INFO [11:13:54.177] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:54.177] [bbotk] 4 1 TRUE gini 0.325 0.7934844 0
## INFO [11:13:54.177] [bbotk] errors runtime_learners uhash
## INFO [11:13:54.177] [bbotk] 0 0.591 fcac962e-a66f-4089-9ff1-97f0f330eaac
## INFO [11:13:54.178] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:54.188] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:54.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:54.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:54.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:54.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:54.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:54.541] [mlr3] Finished benchmark
## INFO [11:13:54.558] [bbotk] Result of batch 429:
## INFO [11:13:54.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:54.559] [bbotk] 3 375 TRUE gini 1 0.7105251 0
## INFO [11:13:54.559] [bbotk] errors runtime_learners uhash
## INFO [11:13:54.559] [bbotk] 0 0.323 ee3cdce1-2cd9-4357-8e10-871374ee8151
## INFO [11:13:54.559] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:54.568] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:54.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:54.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:55.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:55.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:55.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:55.628] [mlr3] Finished benchmark
## INFO [11:13:55.643] [bbotk] Result of batch 430:
## INFO [11:13:55.644] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:55.644] [bbotk] 2 1 TRUE extratrees 1 0.8200909 0
## INFO [11:13:55.644] [bbotk] errors runtime_learners uhash
## INFO [11:13:55.644] [bbotk] 0 1.031 e85c8ee4-e461-459a-aade-7c6bce8c859f
## INFO [11:13:55.645] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:55.654] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:55.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:55.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:55.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:55.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:55.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:55.810] [mlr3] Finished benchmark
## INFO [11:13:55.839] [bbotk] Result of batch 431:
## INFO [11:13:55.840] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:55.840] [bbotk] 2 375 TRUE extratrees 0.1 0.4 0
## INFO [11:13:55.840] [bbotk] errors runtime_learners uhash
## INFO [11:13:55.840] [bbotk] 0 0.13 18e6446b-ca1e-4569-83d8-af55b52d797c
## INFO [11:13:55.841] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:55.857] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:55.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:55.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:56.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:56.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:56.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:56.330] [mlr3] Finished benchmark
## INFO [11:13:56.346] [bbotk] Result of batch 432:
## INFO [11:13:56.347] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:56.347] [bbotk] 4 125 FALSE gini 0.775 0.7358713 0
## INFO [11:13:56.347] [bbotk] errors runtime_learners uhash
## INFO [11:13:56.347] [bbotk] 0 0.447 7dd0da94-0f57-4184-b4b5-b6e4c3c8bf14
## INFO [11:13:56.347] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:56.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:56.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:56.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:56.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:56.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:56.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:56.541] [mlr3] Finished benchmark
## INFO [11:13:56.556] [bbotk] Result of batch 433:
## INFO [11:13:56.557] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:56.557] [bbotk] 4 250 FALSE extratrees 0.1 0.6 0
## INFO [11:13:56.557] [bbotk] errors runtime_learners uhash
## INFO [11:13:56.557] [bbotk] 0 0.16 462c0533-39bb-4b28-a347-bc8b8e580e39
## INFO [11:13:56.558] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:56.567] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:56.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:56.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:56.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:56.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:56.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:56.994] [mlr3] Finished benchmark
## INFO [11:13:57.014] [bbotk] Result of batch 434:
## INFO [11:13:57.015] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:57.015] [bbotk] 5 1 TRUE extratrees 0.1 0.740709 0
## INFO [11:13:57.015] [bbotk] errors runtime_learners uhash
## INFO [11:13:57.015] [bbotk] 0 0.401 8d8c04fe-8c13-4f23-95c4-e5f4235a618b
## INFO [11:13:57.016] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:57.030] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:57.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:57.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:57.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:57.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:57.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:57.271] [mlr3] Finished benchmark
## INFO [11:13:57.287] [bbotk] Result of batch 435:
## INFO [11:13:57.287] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:57.287] [bbotk] 4 375 TRUE extratrees 0.55 0.7181457 0
## INFO [11:13:57.287] [bbotk] errors runtime_learners uhash
## INFO [11:13:57.287] [bbotk] 0 0.215 63b627c0-5f3a-44df-8bbf-8b53c97aebfc
## INFO [11:13:57.288] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:57.297] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:57.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:57.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:57.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:57.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:57.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:57.484] [mlr3] Finished benchmark
## INFO [11:13:57.499] [bbotk] Result of batch 436:
## INFO [11:13:57.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:57.500] [bbotk] 2 125 FALSE extratrees 0.1 0.6 0
## INFO [11:13:57.500] [bbotk] errors runtime_learners uhash
## INFO [11:13:57.500] [bbotk] 0 0.163 3e85796b-abfc-48b8-85ce-64b2781f3edb
## INFO [11:13:57.501] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:57.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:57.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:57.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:57.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:57.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:57.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:58.043] [mlr3] Finished benchmark
## INFO [11:13:58.064] [bbotk] Result of batch 437:
## INFO [11:13:58.065] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:58.065] [bbotk] 1 1 FALSE gini 0.325 0.7697553 0
## INFO [11:13:58.065] [bbotk] errors runtime_learners uhash
## INFO [11:13:58.065] [bbotk] 0 0.507 23e37911-2374-42b3-ad79-88748f5180af
## INFO [11:13:58.066] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:58.075] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:58.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:58.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:58.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:58.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:58.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:58.602] [mlr3] Finished benchmark
## INFO [11:13:58.617] [bbotk] Result of batch 438:
## INFO [11:13:58.618] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:58.618] [bbotk] 5 250 TRUE extratrees 1 0.6867371 0
## INFO [11:13:58.618] [bbotk] errors runtime_learners uhash
## INFO [11:13:58.618] [bbotk] 0 0.501 8a7b338f-b085-4b58-b006-5ea8fca8c5bc
## INFO [11:13:58.618] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:58.627] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:58.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:58.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:58.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:58.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:58.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:59.009] [mlr3] Finished benchmark
## INFO [11:13:59.024] [bbotk] Result of batch 439:
## INFO [11:13:59.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:59.025] [bbotk] 5 375 FALSE extratrees 1 0.701297 0
## INFO [11:13:59.025] [bbotk] errors runtime_learners uhash
## INFO [11:13:59.025] [bbotk] 0 0.355 810cb61c-39f1-4467-9b29-6cf508a126b7
## INFO [11:13:59.026] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:59.035] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:59.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:59.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:59.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:59.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:59.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:59.256] [mlr3] Finished benchmark
## INFO [11:13:59.274] [bbotk] Result of batch 440:
## INFO [11:13:59.275] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:59.275] [bbotk] 5 250 TRUE extratrees 0.325 0.701699 0
## INFO [11:13:59.275] [bbotk] errors runtime_learners uhash
## INFO [11:13:59.275] [bbotk] 0 0.192 02e72313-f81f-4225-a9a0-6219070bd19c
## INFO [11:13:59.275] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:59.284] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:59.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:59.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:59.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:59.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:59.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:59.454] [mlr3] Finished benchmark
## INFO [11:13:59.469] [bbotk] Result of batch 441:
## INFO [11:13:59.469] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:59.469] [bbotk] 4 500 FALSE gini 0.325 0.6 0
## INFO [11:13:59.469] [bbotk] errors runtime_learners uhash
## INFO [11:13:59.469] [bbotk] 0 0.145 07782bd5-3639-41bb-b726-e090dd4cf5ad
## INFO [11:13:59.470] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:59.479] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:59.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:59.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:59.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:59.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:59.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:13:59.633] [mlr3] Finished benchmark
## INFO [11:13:59.648] [bbotk] Result of batch 442:
## INFO [11:13:59.649] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:13:59.649] [bbotk] 3 375 TRUE gini 0.325 0.6 0
## INFO [11:13:59.649] [bbotk] errors runtime_learners uhash
## INFO [11:13:59.649] [bbotk] 0 0.126 62790e48-dab8-42ce-8598-faa36955d073
## INFO [11:13:59.649] [bbotk] Evaluating 1 configuration(s)
## INFO [11:13:59.658] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:13:59.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:13:59.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:13:59.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:13:59.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:13:59.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:00.025] [mlr3] Finished benchmark
## INFO [11:14:00.042] [bbotk] Result of batch 443:
## INFO [11:14:00.043] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:00.043] [bbotk] 1 125 TRUE gini 0.775 0.6979158 0
## INFO [11:14:00.043] [bbotk] errors runtime_learners uhash
## INFO [11:14:00.043] [bbotk] 0 0.338 f7165600-e801-4979-89fd-c1989ef7c058
## INFO [11:14:00.043] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:00.052] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:00.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:00.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:00.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:00.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:00.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:00.669] [mlr3] Finished benchmark
## INFO [11:14:00.684] [bbotk] Result of batch 444:
## INFO [11:14:00.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:00.685] [bbotk] 2 1 TRUE extratrees 0.325 0.7715783 0
## INFO [11:14:00.685] [bbotk] errors runtime_learners uhash
## INFO [11:14:00.685] [bbotk] 0 0.589 632d5c2f-5ebc-4588-ae7c-c29b5f53b415
## INFO [11:14:00.686] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:00.696] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:00.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:00.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:00.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:00.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:00.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:01.024] [mlr3] Finished benchmark
## INFO [11:14:01.039] [bbotk] Result of batch 445:
## INFO [11:14:01.050] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:01.050] [bbotk] 1 125 FALSE gini 0.775 0.6978472 0
## INFO [11:14:01.050] [bbotk] errors runtime_learners uhash
## INFO [11:14:01.050] [bbotk] 0 0.302 3e5fad53-2b3f-48c3-bb02-7deee77aa0cc
## INFO [11:14:01.052] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:01.066] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:01.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:01.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:01.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:01.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:01.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:01.289] [mlr3] Finished benchmark
## INFO [11:14:01.304] [bbotk] Result of batch 446:
## INFO [11:14:01.305] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:01.305] [bbotk] 3 250 FALSE extratrees 0.325 0.7165189 0
## INFO [11:14:01.305] [bbotk] errors runtime_learners uhash
## INFO [11:14:01.305] [bbotk] 0 0.195 dc66b162-b943-4cef-935f-a1edb5ba7737
## INFO [11:14:01.305] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:01.314] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:01.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:01.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:01.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:01.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:01.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:01.616] [mlr3] Finished benchmark
## INFO [11:14:01.631] [bbotk] Result of batch 447:
## INFO [11:14:01.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:01.632] [bbotk] 3 125 FALSE gini 0.325 0.7051295 0
## INFO [11:14:01.632] [bbotk] errors runtime_learners uhash
## INFO [11:14:01.632] [bbotk] 0 0.276 5dad2ef5-e78c-4071-9ba7-549df5d53dac
## INFO [11:14:01.632] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:01.641] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:01.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:01.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:02.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:02.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:02.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:02.595] [mlr3] Finished benchmark
## INFO [11:14:02.613] [bbotk] Result of batch 448:
## INFO [11:14:02.614] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:02.614] [bbotk] 3 1 FALSE gini 0.775 0.8364052 0
## INFO [11:14:02.614] [bbotk] errors runtime_learners uhash
## INFO [11:14:02.614] [bbotk] 0 0.924 35333ba1-7650-45a6-815b-5a2d2ea2d99a
## INFO [11:14:02.615] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:02.623] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:02.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:02.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:02.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:02.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:02.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:02.808] [mlr3] Finished benchmark
## INFO [11:14:02.823] [bbotk] Result of batch 449:
## INFO [11:14:02.824] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:02.824] [bbotk] 3 500 FALSE gini 0.1 0.6 0
## INFO [11:14:02.824] [bbotk] errors runtime_learners uhash
## INFO [11:14:02.824] [bbotk] 0 0.161 38220161-c5f5-4f69-9627-ff010080e168
## INFO [11:14:02.824] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:02.833] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:02.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:03.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:03.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:03.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:03.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:04.088] [mlr3] Finished benchmark
## INFO [11:14:04.117] [bbotk] Result of batch 450:
## INFO [11:14:04.118] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:04.118] [bbotk] 5 1 FALSE gini 1 0.8194926 0
## INFO [11:14:04.118] [bbotk] errors runtime_learners uhash
## INFO [11:14:04.118] [bbotk] 0 1.228 7d1a0bd1-39b6-4e13-87ec-a63283141abb
## INFO [11:14:04.119] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:04.135] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:04.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:04.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:04.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:04.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:04.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:04.296] [mlr3] Finished benchmark
## INFO [11:14:04.311] [bbotk] Result of batch 451:
## INFO [11:14:04.312] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:04.312] [bbotk] 3 500 TRUE extratrees 0.1 0.6 0
## INFO [11:14:04.312] [bbotk] errors runtime_learners uhash
## INFO [11:14:04.312] [bbotk] 0 0.134 d1bdcf9b-e36e-4520-980e-30a55be21e1d
## INFO [11:14:04.313] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:04.322] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:04.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:04.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:04.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:04.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:04.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:04.511] [mlr3] Finished benchmark
## INFO [11:14:04.526] [bbotk] Result of batch 452:
## INFO [11:14:04.527] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:04.527] [bbotk] 2 500 FALSE extratrees 0.1 0.6 0
## INFO [11:14:04.527] [bbotk] errors runtime_learners uhash
## INFO [11:14:04.527] [bbotk] 0 0.163 8721db6e-bbf8-43a1-9cab-2780af82b6f7
## INFO [11:14:04.528] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:04.537] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:04.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:04.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:04.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:04.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:04.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:04.805] [mlr3] Finished benchmark
## INFO [11:14:04.826] [bbotk] Result of batch 453:
## INFO [11:14:04.827] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:04.827] [bbotk] 3 375 FALSE gini 0.775 0.7087069 0
## INFO [11:14:04.827] [bbotk] errors runtime_learners uhash
## INFO [11:14:04.827] [bbotk] 0 0.232 6b6739a7-4a4c-49bc-91c2-f0160cd60ee3
## INFO [11:14:04.828] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:04.838] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:04.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:04.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:05.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:05.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:05.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:05.271] [mlr3] Finished benchmark
## INFO [11:14:05.287] [bbotk] Result of batch 454:
## INFO [11:14:05.288] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:05.288] [bbotk] 5 125 TRUE gini 0.55 0.7161855 0
## INFO [11:14:05.288] [bbotk] errors runtime_learners uhash
## INFO [11:14:05.288] [bbotk] 0 0.405 16fdf048-e743-4fb1-b66d-522b29079d45
## INFO [11:14:05.288] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:05.297] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:05.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:05.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:05.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:05.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:05.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:05.643] [mlr3] Finished benchmark
## INFO [11:14:05.658] [bbotk] Result of batch 455:
## INFO [11:14:05.659] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:05.659] [bbotk] 1 125 TRUE extratrees 0.55 0.69597 0
## INFO [11:14:05.659] [bbotk] errors runtime_learners uhash
## INFO [11:14:05.659] [bbotk] 0 0.319 d6055b57-9869-45a8-9d6a-ea1ee2634d03
## INFO [11:14:05.660] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:05.669] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:05.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:05.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:05.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:05.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:05.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:05.963] [mlr3] Finished benchmark
## INFO [11:14:05.978] [bbotk] Result of batch 456:
## INFO [11:14:05.979] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:05.979] [bbotk] 1 375 FALSE extratrees 0.775 0.7347838 0
## INFO [11:14:05.979] [bbotk] errors runtime_learners uhash
## INFO [11:14:05.979] [bbotk] 0 0.264 f29cdc45-d0d6-4684-b7f4-0fe7c74da5f7
## INFO [11:14:05.980] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:05.989] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:05.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:06.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:06.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:06.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:06.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:06.176] [mlr3] Finished benchmark
## INFO [11:14:06.191] [bbotk] Result of batch 457:
## INFO [11:14:06.192] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:06.192] [bbotk] 1 375 FALSE extratrees 0.1 0.8 0
## INFO [11:14:06.192] [bbotk] errors runtime_learners uhash
## INFO [11:14:06.192] [bbotk] 0 0.16 d766192e-0f69-4c10-8b2a-2ee9a6534714
## INFO [11:14:06.192] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:06.202] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:06.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:06.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:06.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:06.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:06.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:06.354] [mlr3] Finished benchmark
## INFO [11:14:06.369] [bbotk] Result of batch 458:
## INFO [11:14:06.370] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:06.370] [bbotk] 4 500 TRUE extratrees 0.325 0.6 0
## INFO [11:14:06.370] [bbotk] errors runtime_learners uhash
## INFO [11:14:06.370] [bbotk] 0 0.126 7edc0794-6833-480f-86a6-db53066d431c
## INFO [11:14:06.371] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:06.389] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:06.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:06.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:06.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:06.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:06.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:06.568] [mlr3] Finished benchmark
## INFO [11:14:06.584] [bbotk] Result of batch 459:
## INFO [11:14:06.585] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:06.585] [bbotk] 1 500 FALSE extratrees 0.325 0.6 0
## INFO [11:14:06.585] [bbotk] errors runtime_learners uhash
## INFO [11:14:06.585] [bbotk] 0 0.148 a16cd016-62c6-48ab-9331-022823931ecd
## INFO [11:14:06.585] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:06.594] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:06.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:06.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:06.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:06.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:06.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:06.751] [mlr3] Finished benchmark
## INFO [11:14:06.767] [bbotk] Result of batch 460:
## INFO [11:14:06.767] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:06.767] [bbotk] 2 375 TRUE gini 0.1 0.6 0
## INFO [11:14:06.767] [bbotk] errors runtime_learners uhash
## INFO [11:14:06.767] [bbotk] 0 0.132 d4ef6f6e-2843-457e-a54d-b75792cea16f
## INFO [11:14:06.768] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:06.777] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:06.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:06.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:06.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:06.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:07.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:07.070] [mlr3] Finished benchmark
## INFO [11:14:07.096] [bbotk] Result of batch 461:
## INFO [11:14:07.097] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:07.097] [bbotk] 3 125 FALSE extratrees 0.325 0.7161217 0
## INFO [11:14:07.097] [bbotk] errors runtime_learners uhash
## INFO [11:14:07.097] [bbotk] 0 0.269 ec47146e-39db-4775-b063-b3521adea56a
## INFO [11:14:07.097] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:07.112] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:07.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:07.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:07.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:07.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:07.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:07.514] [mlr3] Finished benchmark
## INFO [11:14:07.529] [bbotk] Result of batch 462:
## INFO [11:14:07.530] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:07.530] [bbotk] 4 1 FALSE gini 0.1 0.7424585 0
## INFO [11:14:07.530] [bbotk] errors runtime_learners uhash
## INFO [11:14:07.530] [bbotk] 0 0.375 6fa5bd74-3984-4082-9d00-440a2752dc86
## INFO [11:14:07.531] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:07.540] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:07.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:07.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:07.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:07.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:07.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:07.726] [mlr3] Finished benchmark
## INFO [11:14:07.742] [bbotk] Result of batch 463:
## INFO [11:14:07.743] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:07.743] [bbotk] 5 250 FALSE extratrees 0.1 0.4 0
## INFO [11:14:07.743] [bbotk] errors runtime_learners uhash
## INFO [11:14:07.743] [bbotk] 0 0.161 79f2c0da-6c97-4919-a004-a712dd9d8904
## INFO [11:14:07.743] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:07.752] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:07.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:07.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:07.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:07.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:07.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:08.043] [mlr3] Finished benchmark
## INFO [11:14:08.062] [bbotk] Result of batch 464:
## INFO [11:14:08.063] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:08.063] [bbotk] 2 250 FALSE extratrees 0.325 0.7124805 0
## INFO [11:14:08.063] [bbotk] errors runtime_learners uhash
## INFO [11:14:08.063] [bbotk] 0 0.195 4a912db1-a8d8-44ed-8f46-dd080a2fe432
## INFO [11:14:08.063] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:08.073] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:08.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:08.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:08.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:08.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:08.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:08.226] [mlr3] Finished benchmark
## INFO [11:14:08.241] [bbotk] Result of batch 465:
## INFO [11:14:08.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:08.242] [bbotk] 4 500 TRUE gini 0.55 0.6 0
## INFO [11:14:08.242] [bbotk] errors runtime_learners uhash
## INFO [11:14:08.242] [bbotk] 0 0.127 cc88ba35-ecbb-4a5a-9043-dce9547213ff
## INFO [11:14:08.243] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:08.252] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:08.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:08.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:08.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:08.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:08.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:08.735] [mlr3] Finished benchmark
## INFO [11:14:08.751] [bbotk] Result of batch 466:
## INFO [11:14:08.752] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:08.752] [bbotk] 5 125 FALSE gini 1 0.7447612 0
## INFO [11:14:08.752] [bbotk] errors runtime_learners uhash
## INFO [11:14:08.752] [bbotk] 0 0.458 42019716-4411-418b-8468-930d58615a4e
## INFO [11:14:08.753] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:08.763] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:08.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:08.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:08.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:08.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:08.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:09.001] [mlr3] Finished benchmark
## INFO [11:14:09.017] [bbotk] Result of batch 467:
## INFO [11:14:09.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:09.018] [bbotk] 1 375 FALSE gini 1 0.6866637 0
## INFO [11:14:09.018] [bbotk] errors runtime_learners uhash
## INFO [11:14:09.018] [bbotk] 0 0.213 b4ded38d-f099-4851-8cdc-b03ec41b8c70
## INFO [11:14:09.019] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:09.044] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:09.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:09.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:09.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:09.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:09.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:09.268] [mlr3] Finished benchmark
## INFO [11:14:09.283] [bbotk] Result of batch 468:
## INFO [11:14:09.284] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:09.284] [bbotk] 3 375 FALSE gini 0.55 0.6550636 0
## INFO [11:14:09.284] [bbotk] errors runtime_learners uhash
## INFO [11:14:09.284] [bbotk] 0 0.197 09f95e60-bda2-436e-a491-807b78624e30
## INFO [11:14:09.285] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:09.294] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:09.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:09.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:09.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:09.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:09.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:09.579] [mlr3] Finished benchmark
## INFO [11:14:09.595] [bbotk] Result of batch 469:
## INFO [11:14:09.596] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:09.596] [bbotk] 3 250 TRUE gini 0.55 0.7012236 0
## INFO [11:14:09.596] [bbotk] errors runtime_learners uhash
## INFO [11:14:09.596] [bbotk] 0 0.258 c870e6b0-01ec-4d98-b700-1ad477323173
## INFO [11:14:09.596] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:09.605] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:09.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:09.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:09.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:10.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:10.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:10.481] [mlr3] Finished benchmark
## INFO [11:14:10.497] [bbotk] Result of batch 470:
## INFO [11:14:10.498] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:10.498] [bbotk] 4 1 FALSE gini 0.55 0.825354 0
## INFO [11:14:10.498] [bbotk] errors runtime_learners uhash
## INFO [11:14:10.498] [bbotk] 0 0.848 fb08bdea-8f8d-4eea-8bff-929efc84e5c0
## INFO [11:14:10.498] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:10.518] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:10.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:10.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:10.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:10.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:10.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:10.925] [mlr3] Finished benchmark
## INFO [11:14:10.940] [bbotk] Result of batch 471:
## INFO [11:14:10.941] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:10.941] [bbotk] 1 250 TRUE extratrees 1 0.7051982 0
## INFO [11:14:10.941] [bbotk] errors runtime_learners uhash
## INFO [11:14:10.941] [bbotk] 0 0.372 ae0bb225-8688-4629-90b7-05f639f4453a
## INFO [11:14:10.942] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:10.951] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:10.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:11.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:11.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:11.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:11.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:11.308] [mlr3] Finished benchmark
## INFO [11:14:11.324] [bbotk] Result of batch 472:
## INFO [11:14:11.325] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:11.325] [bbotk] 3 250 FALSE gini 1 0.7140243 0
## INFO [11:14:11.325] [bbotk] errors runtime_learners uhash
## INFO [11:14:11.325] [bbotk] 0 0.333 8348199c-5ac5-4658-bf29-7694d9d9a714
## INFO [11:14:11.326] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:11.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:11.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:11.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:11.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:11.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:11.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:11.518] [mlr3] Finished benchmark
## INFO [11:14:11.534] [bbotk] Result of batch 473:
## INFO [11:14:11.535] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:11.535] [bbotk] 1 500 FALSE gini 0.1 0.6 0
## INFO [11:14:11.535] [bbotk] errors runtime_learners uhash
## INFO [11:14:11.535] [bbotk] 0 0.157 183340fb-2084-4802-ad4d-0a8b8df6f126
## INFO [11:14:11.535] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:11.544] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:11.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:11.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:11.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:11.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:11.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:11.752] [mlr3] Finished benchmark
## INFO [11:14:11.770] [bbotk] Result of batch 474:
## INFO [11:14:11.771] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:11.771] [bbotk] 4 500 FALSE extratrees 0.1 0.6 0
## INFO [11:14:11.771] [bbotk] errors runtime_learners uhash
## INFO [11:14:11.771] [bbotk] 0 0.166 f06da3ed-96ed-4fbb-8269-6576f2d9fb3b
## INFO [11:14:11.772] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:11.781] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:11.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:11.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:11.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:11.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:12.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:12.072] [mlr3] Finished benchmark
## INFO [11:14:12.088] [bbotk] Result of batch 475:
## INFO [11:14:12.089] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:12.089] [bbotk] 3 250 TRUE extratrees 0.55 0.7290596 0
## INFO [11:14:12.089] [bbotk] errors runtime_learners uhash
## INFO [11:14:12.089] [bbotk] 0 0.265 926a2a43-3df0-4e7a-858b-a754ace3a43a
## INFO [11:14:12.090] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:12.099] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:12.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:12.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:12.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:12.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:12.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:12.364] [mlr3] Finished benchmark
## INFO [11:14:12.379] [bbotk] Result of batch 476:
## INFO [11:14:12.380] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:12.380] [bbotk] 1 500 FALSE extratrees 1 0.7346514 0
## INFO [11:14:12.380] [bbotk] errors runtime_learners uhash
## INFO [11:14:12.380] [bbotk] 0 0.236 a1e2e0d1-0247-4e0f-8073-c47a31089136
## INFO [11:14:12.381] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:12.390] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:12.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:12.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:12.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:12.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:13.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:13.183] [mlr3] Finished benchmark
## INFO [11:14:13.199] [bbotk] Result of batch 477:
## INFO [11:14:13.200] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:13.200] [bbotk] 1 1 FALSE gini 1 0.8163859 0
## INFO [11:14:13.200] [bbotk] errors runtime_learners uhash
## INFO [11:14:13.200] [bbotk] 0 0.754 13f5664d-1bb9-47d7-9c1c-969f84fd83dc
## INFO [11:14:13.200] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:13.210] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:13.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:13.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:13.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:13.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:13.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:13.368] [mlr3] Finished benchmark
## INFO [11:14:13.384] [bbotk] Result of batch 478:
## INFO [11:14:13.385] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:13.385] [bbotk] 4 375 TRUE gini 0.1 0.4 0
## INFO [11:14:13.385] [bbotk] errors runtime_learners uhash
## INFO [11:14:13.385] [bbotk] 0 0.134 9446a69a-6ad5-488e-8889-6118c7516509
## INFO [11:14:13.385] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:13.395] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:13.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:13.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:13.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:13.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:13.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:13.772] [mlr3] Finished benchmark
## INFO [11:14:13.787] [bbotk] Result of batch 479:
## INFO [11:14:13.788] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:13.788] [bbotk] 5 1 TRUE gini 0.1 0.7364696 0
## INFO [11:14:13.788] [bbotk] errors runtime_learners uhash
## INFO [11:14:13.788] [bbotk] 0 0.352 fafa3bc4-e93a-4154-b020-ea6465dd9c85
## INFO [11:14:13.789] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:13.798] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:13.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:13.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:13.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:13.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:13.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:13.997] [mlr3] Finished benchmark
## INFO [11:14:14.019] [bbotk] Result of batch 480:
## INFO [11:14:14.020] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:14.020] [bbotk] 2 375 FALSE extratrees 0.1 0.8 0
## INFO [11:14:14.020] [bbotk] errors runtime_learners uhash
## INFO [11:14:14.020] [bbotk] 0 0.165 dc262115-b5e6-4682-9fb6-8194fa6f06d2
## INFO [11:14:14.020] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:14.030] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:14.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:14.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:14.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:14.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:14.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:14.320] [mlr3] Finished benchmark
## INFO [11:14:14.335] [bbotk] Result of batch 481:
## INFO [11:14:14.336] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:14.336] [bbotk] 3 250 FALSE gini 0.55 0.7106575 0
## INFO [11:14:14.336] [bbotk] errors runtime_learners uhash
## INFO [11:14:14.336] [bbotk] 0 0.266 f0559b31-7c3c-4532-847f-7ef6a7c327ec
## INFO [11:14:14.337] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:14.346] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:14.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:14.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:14.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:14.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:14.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:14.532] [mlr3] Finished benchmark
## INFO [11:14:14.547] [bbotk] Result of batch 482:
## INFO [11:14:14.548] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:14.548] [bbotk] 3 125 FALSE gini 0.1 0.6 0
## INFO [11:14:14.548] [bbotk] errors runtime_learners uhash
## INFO [11:14:14.548] [bbotk] 0 0.16 c876e8a2-c168-4d08-b050-b33beea82649
## INFO [11:14:14.548] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:14.557] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:14.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:14.627] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:14.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:14.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:14.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:14.895] [mlr3] Finished benchmark
## INFO [11:14:14.911] [bbotk] Result of batch 483:
## INFO [11:14:14.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:14.911] [bbotk] 1 375 TRUE extratrees 1 0.7215762 0
## INFO [11:14:14.911] [bbotk] errors runtime_learners uhash
## INFO [11:14:14.911] [bbotk] 0 0.313 9b7ffec3-f47f-48aa-a2d6-e086d355584a
## INFO [11:14:14.912] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:14.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:14.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:15.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:15.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:15.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:15.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:15.739] [mlr3] Finished benchmark
## INFO [11:14:15.755] [bbotk] Result of batch 484:
## INFO [11:14:15.755] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:15.755] [bbotk] 3 1 FALSE gini 0.55 0.8197623 0
## INFO [11:14:15.755] [bbotk] errors runtime_learners uhash
## INFO [11:14:15.755] [bbotk] 0 0.772 e31dca9a-bb24-4034-9c34-ed2f2522e3d6
## INFO [11:14:15.756] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:15.765] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:15.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:15.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:15.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:16.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:16.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:16.175] [mlr3] Finished benchmark
## INFO [11:14:16.191] [bbotk] Result of batch 485:
## INFO [11:14:16.192] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:16.192] [bbotk] 5 250 TRUE extratrees 0.775 0.6923288 0
## INFO [11:14:16.192] [bbotk] errors runtime_learners uhash
## INFO [11:14:16.192] [bbotk] 0 0.384 ead9a766-c5d7-4f01-97cb-d547efde7634
## INFO [11:14:16.193] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:16.202] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:16.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:16.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:16.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:16.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:16.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:16.430] [mlr3] Finished benchmark
## INFO [11:14:16.445] [bbotk] Result of batch 486:
## INFO [11:14:16.446] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:16.446] [bbotk] 4 250 FALSE gini 0.325 0.6531769 0
## INFO [11:14:16.446] [bbotk] errors runtime_learners uhash
## INFO [11:14:16.446] [bbotk] 0 0.201 278d6d29-fc59-454b-8bf2-7b5b705c127d
## INFO [11:14:16.447] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:16.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:16.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:16.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:16.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:16.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:16.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:16.630] [mlr3] Finished benchmark
## INFO [11:14:16.645] [bbotk] Result of batch 487:
## INFO [11:14:16.646] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:16.646] [bbotk] 2 500 TRUE extratrees 0.55 0.6 0
## INFO [11:14:16.646] [bbotk] errors runtime_learners uhash
## INFO [11:14:16.646] [bbotk] 0 0.132 256f0bc5-3edd-45ed-9194-1a16854902d4
## INFO [11:14:16.647] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:16.656] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:16.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:16.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:16.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:17.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:17.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:17.376] [mlr3] Finished benchmark
## INFO [11:14:17.392] [bbotk] Result of batch 488:
## INFO [11:14:17.393] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:17.393] [bbotk] 2 1 FALSE gini 0.55 0.8180079 0
## INFO [11:14:17.393] [bbotk] errors runtime_learners uhash
## INFO [11:14:17.393] [bbotk] 0 0.693 72ee5db2-9046-459d-bb49-cd43d91c1ddc
## INFO [11:14:17.394] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:17.403] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:17.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:17.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:17.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:17.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:17.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:17.602] [mlr3] Finished benchmark
## INFO [11:14:17.618] [bbotk] Result of batch 489:
## INFO [11:14:17.618] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:17.618] [bbotk] 1 500 FALSE gini 0.775 0.6626746 0
## INFO [11:14:17.618] [bbotk] errors runtime_learners uhash
## INFO [11:14:17.618] [bbotk] 0 0.171 a4749f91-17e7-44ee-bd2a-489bbe4b50b5
## INFO [11:14:17.619] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:17.640] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:17.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:17.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:18.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:18.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:18.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:18.670] [mlr3] Finished benchmark
## INFO [11:14:18.686] [bbotk] Result of batch 490:
## INFO [11:14:18.687] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:18.687] [bbotk] 5 1 FALSE extratrees 0.55 0.8439523 0
## INFO [11:14:18.687] [bbotk] errors runtime_learners uhash
## INFO [11:14:18.687] [bbotk] 0 0.997 b637b15a-0b99-4d0b-9e5c-6df2cb90f7d6
## INFO [11:14:18.688] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:18.697] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:18.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:18.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:18.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:19.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:19.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:19.207] [mlr3] Finished benchmark
## INFO [11:14:19.223] [bbotk] Result of batch 491:
## INFO [11:14:19.223] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:19.223] [bbotk] 3 125 FALSE extratrees 1 0.6774355 0
## INFO [11:14:19.223] [bbotk] errors runtime_learners uhash
## INFO [11:14:19.223] [bbotk] 0 0.483 c5763393-be65-448e-999b-3971760da215
## INFO [11:14:19.224] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:19.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:19.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:19.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:19.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:19.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:19.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:19.774] [mlr3] Finished benchmark
## INFO [11:14:19.809] [bbotk] Result of batch 492:
## INFO [11:14:19.810] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:19.810] [bbotk] 5 125 FALSE extratrees 0.775 0.6793223 0
## INFO [11:14:19.810] [bbotk] errors runtime_learners uhash
## INFO [11:14:19.810] [bbotk] 0 0.513 410c30c6-385b-4c4e-a541-93eeb83b399d
## INFO [11:14:19.812] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:19.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:19.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:19.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:19.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:19.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:19.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:20.000] [mlr3] Finished benchmark
## INFO [11:14:20.016] [bbotk] Result of batch 493:
## INFO [11:14:20.016] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:20.016] [bbotk] 5 500 FALSE gini 0.325 0.6 0
## INFO [11:14:20.016] [bbotk] errors runtime_learners uhash
## INFO [11:14:20.016] [bbotk] 0 0.147 997dfea7-779b-4b47-8bb7-35621bbbf41b
## INFO [11:14:20.017] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:20.026] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:20.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:20.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:20.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:20.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:20.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:20.323] [mlr3] Finished benchmark
## INFO [11:14:20.339] [bbotk] Result of batch 494:
## INFO [11:14:20.340] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:20.340] [bbotk] 2 125 FALSE gini 0.325 0.7016304 0
## INFO [11:14:20.340] [bbotk] errors runtime_learners uhash
## INFO [11:14:20.340] [bbotk] 0 0.268 36c69e01-0598-4941-a71b-713743e5299d
## INFO [11:14:20.341] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:20.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:20.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:20.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:20.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:20.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:21.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:21.372] [mlr3] Finished benchmark
## INFO [11:14:21.403] [bbotk] Result of batch 495:
## INFO [11:14:21.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:21.405] [bbotk] 5 1 TRUE gini 0.775 0.8215167 0
## INFO [11:14:21.405] [bbotk] errors runtime_learners uhash
## INFO [11:14:21.405] [bbotk] 0 0.995 010704e3-5e57-4d44-98b0-62bc8ee91a63
## INFO [11:14:21.406] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:21.421] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:21.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:21.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:21.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:21.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:21.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:21.965] [mlr3] Finished benchmark
## INFO [11:14:21.980] [bbotk] Result of batch 496:
## INFO [11:14:21.981] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:21.981] [bbotk] 5 125 TRUE extratrees 0.775 0.6793223 0
## INFO [11:14:21.981] [bbotk] errors runtime_learners uhash
## INFO [11:14:21.981] [bbotk] 0 0.519 62b48fe8-3788-4fa7-9016-08e3f81115b9
## INFO [11:14:21.982] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:21.991] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:21.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:22.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:22.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:22.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:22.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:22.435] [mlr3] Finished benchmark
## INFO [11:14:22.451] [bbotk] Result of batch 497:
## INFO [11:14:22.452] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:22.452] [bbotk] 1 1 FALSE extratrees 0.1 0.7162493 0
## INFO [11:14:22.452] [bbotk] errors runtime_learners uhash
## INFO [11:14:22.452] [bbotk] 0 0.419 567c6bf3-7556-46de-8aea-572c6fbcbf82
## INFO [11:14:22.452] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:22.461] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:22.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:22.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:22.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:22.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:22.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:22.677] [mlr3] Finished benchmark
## INFO [11:14:22.692] [bbotk] Result of batch 498:
## INFO [11:14:22.704] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:22.704] [bbotk] 5 500 FALSE gini 0.775 0.6550636 0
## INFO [11:14:22.704] [bbotk] errors runtime_learners uhash
## INFO [11:14:22.704] [bbotk] 0 0.192 f3f6ae6d-e433-475c-abc1-c9b09b8d7929
## INFO [11:14:22.706] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:22.722] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:22.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:22.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:22.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:22.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:22.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:23.009] [mlr3] Finished benchmark
## INFO [11:14:23.025] [bbotk] Result of batch 499:
## INFO [11:14:23.026] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:23.026] [bbotk] 1 250 FALSE extratrees 0.55 0.7365382 0
## INFO [11:14:23.026] [bbotk] errors runtime_learners uhash
## INFO [11:14:23.026] [bbotk] 0 0.258 65cda0cd-df38-4c54-9615-ca0196a40b66
## INFO [11:14:23.026] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:23.036] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:23.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:23.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:23.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:23.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:23.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:23.240] [mlr3] Finished benchmark
## INFO [11:14:23.256] [bbotk] Result of batch 500:
## INFO [11:14:23.257] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:23.257] [bbotk] 2 375 TRUE gini 0.55 0.6534417 0
## INFO [11:14:23.257] [bbotk] errors runtime_learners uhash
## INFO [11:14:23.257] [bbotk] 0 0.178 2926c5b8-f950-4d8d-9de7-82d2f005d998
## INFO [11:14:23.259] [bbotk] Finished optimizing after 500 evaluation(s)
## INFO [11:14:23.259] [bbotk] Result:
## INFO [11:14:23.259] [bbotk] mtry min.node.size replace splitrule sample.fraction learner_param_vals
## INFO [11:14:23.259] [bbotk] 5 1 FALSE extratrees 1 <list[7]>
## INFO [11:14:23.259] [bbotk] x_domain classif.recall
## INFO [11:14:23.259] [bbotk] <list[5]> 0.8623496GS_instance$result$learner_param_vals## [[1]]
## [[1]]$num.threads
## [1] 1
##
## [[1]]$num.trees
## [1] 500
##
## [[1]]$mtry
## [1] 5
##
## [[1]]$min.node.size
## [1] 1
##
## [[1]]$replace
## [1] FALSE
##
## [[1]]$splitrule
## [1] "extratrees"
##
## [[1]]$sample.fraction
## [1] 1Bayesian Optimization
Loop Function
bayesopt_ego = mlr_loop_functions$get("bayesopt_ego")
surrogate = srlrn(lrn("regr.km", covtype = "matern5_2",
optim.method = "BFGS", control = list(trace = FALSE)))
acq_function = acqf("ei")
acq_optimizer = acqo(opt("nloptr", algorithm = "NLOPT_GN_ORIG_DIRECT"),
terminator = trm("stagnation", iters = 100, threshold = 1e-5))Define Tuner
tuner = tnr("mbo",
loop_function = bayesopt_ego,
surrogate = surrogate,
acq_function = acq_function,
acq_optimizer = acq_optimizer)Start the HPO process.
set.seed(4285452) # Add seed for reproducibility.
BO_instance = tune(tuner, smote_hp_task, learner_classif, rsmp("cv", folds = 5),
msr("classif.recall"), terminator = trm("run_time", secs = max_search_time))## INFO [11:14:23.463] [bbotk] Starting to optimize 5 parameter(s) with '<OptimizerMbo>' and '<TerminatorRunTime> [secs=500]'
## INFO [11:14:23.470] [bbotk] Evaluating 20 configuration(s)
## INFO [11:14:23.629] [mlr3] Running benchmark with 100 resampling iterations
## INFO [11:14:23.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:23.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:23.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:23.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:24.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:24.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:24.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:24.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:24.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:24.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:24.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:24.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:24.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:24.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:24.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:24.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:24.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:24.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:24.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:24.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:24.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:24.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:24.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:25.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:25.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:25.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:25.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:25.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:25.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:25.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:25.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:25.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:25.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:25.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:25.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:25.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:26.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:26.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:26.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:26.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:26.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:26.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:26.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:26.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:26.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:26.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:26.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:26.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:26.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:26.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:26.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:26.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:26.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:26.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:26.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:27.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:27.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:27.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:27.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:27.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:27.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:27.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:27.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:27.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:27.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:27.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:27.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:27.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:28.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:28.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:28.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:28.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:28.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:28.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:28.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:28.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:28.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:28.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:28.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:28.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:28.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:28.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:28.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:28.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:28.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:28.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:28.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:28.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:29.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:29.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:29.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:29.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:29.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:29.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:29.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:29.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:29.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:29.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:29.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:29.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:29.769] [mlr3] Finished benchmark
## INFO [11:14:29.881] [bbotk] Result of batch 1:
## INFO [11:14:29.882] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:29.882] [bbotk] 3 67 FALSE extratrees 0.6715659 0.6843226 0
## INFO [11:14:29.882] [bbotk] 1 317 TRUE gini 0.2215659 0.4000000 0
## INFO [11:14:29.882] [bbotk] 2 192 FALSE extratrees 0.4465659 0.7269093 0
## INFO [11:14:29.882] [bbotk] 5 442 TRUE gini 0.8965659 0.6989753 0
## INFO [11:14:29.882] [bbotk] 3 379 FALSE extratrees 0.3340659 0.6000000 0
## INFO [11:14:29.882] [bbotk] 5 129 TRUE gini 0.7840659 0.7181846 0
## INFO [11:14:29.882] [bbotk] 2 4 TRUE gini 0.1090659 0.7218712 0
## INFO [11:14:29.882] [bbotk] 4 254 FALSE extratrees 0.5590659 0.7270845 0
## INFO [11:14:29.882] [bbotk] 1 161 FALSE gini 0.6153159 0.6920340 0
## INFO [11:14:29.882] [bbotk] 3 411 TRUE extratrees 0.1653159 0.4000000 0
## INFO [11:14:29.882] [bbotk] 2 286 TRUE extratrees 0.8403159 0.7119510 0
## INFO [11:14:29.882] [bbotk] 4 36 FALSE gini 0.3903159 0.7384391 0
## INFO [11:14:29.882] [bbotk] 5 348 FALSE gini 0.5028159 0.6593143 0
## INFO [11:14:29.882] [bbotk] 2 98 TRUE extratrees 0.9528159 0.6900677 0
## INFO [11:14:29.882] [bbotk] 1 473 FALSE gini 0.7278159 0.6647814 0
## INFO [11:14:29.882] [bbotk] 4 223 TRUE extratrees 0.2778159 0.7016542 0
## INFO [11:14:29.882] [bbotk] 5 208 FALSE extratrees 0.1934409 0.4000000 0
## INFO [11:14:29.882] [bbotk] 2 458 TRUE gini 0.6434409 0.6535260 0
## INFO [11:14:29.882] [bbotk] 1 83 FALSE extratrees 0.8684409 0.6881446 0
## INFO [11:14:29.882] [bbotk] 4 333 TRUE gini 0.4184409 0.6532537 0
## INFO [11:14:29.882] [bbotk] errors runtime_learners uhash
## INFO [11:14:29.882] [bbotk] 0 0.475 c6f9acbd-9213-4fbc-89b5-14ae75405c3d
## INFO [11:14:29.882] [bbotk] 0 0.131 7570c809-6114-414f-bbcb-71a65e436fbe
## INFO [11:14:29.882] [bbotk] 0 0.265 12fdd11b-0755-40c9-8060-82b7fcdd7b7a
## INFO [11:14:29.882] [bbotk] 0 0.293 1d7ef543-8ddf-414f-9112-f42f0e7edfd6
## INFO [11:14:29.882] [bbotk] 0 0.157 b7fc6e00-6b43-4666-9e80-892b5c382e56
## INFO [11:14:29.882] [bbotk] 0 0.492 d17903d4-b293-4ec9-b257-05d876a95fe5
## INFO [11:14:29.882] [bbotk] 0 0.319 9c560ac3-bbe4-4587-b5d7-3d7169319f1c
## INFO [11:14:29.882] [bbotk] 0 0.268 d71a89ce-ef99-4e7f-81e8-4055f56f050b
## INFO [11:14:29.882] [bbotk] 0 0.274 7c57d8f2-d816-4085-a932-77ee84418524
## INFO [11:14:29.882] [bbotk] 0 0.138 02ed99f0-d5cb-4aa5-b4fa-862e36f69277
## INFO [11:14:29.882] [bbotk] 0 0.325 edf065c9-90fb-46b6-9162-f669d7286042
## INFO [11:14:29.882] [bbotk] 0 0.463 0eb21c79-1d71-44b1-9b0c-da97118e2ca4
## INFO [11:14:29.882] [bbotk] 0 0.208 2bcaa756-2c44-4acb-a8f0-09c4891a5767
## INFO [11:14:29.882] [bbotk] 0 0.520 1cf926bd-027e-46ff-b9c6-b48581d3b155
## INFO [11:14:29.882] [bbotk] 0 0.182 8ae45719-1162-4bee-a135-5f7f778b4055
## INFO [11:14:29.882] [bbotk] 0 0.167 d99eeca0-5032-4b9e-97da-5fd79f6af9e0
## INFO [11:14:29.882] [bbotk] 0 0.152 f1c58056-33c2-4b7a-a0bc-a76f3d218c09
## INFO [11:14:29.882] [bbotk] 0 0.174 f04503ac-9fb0-4dbe-b483-857e65af8b8d
## INFO [11:14:29.882] [bbotk] 0 0.432 273a5f3c-fe42-4e46-a851-f876a088a5ec
## INFO [11:14:29.882] [bbotk] 0 0.186 4fc0038a-1d12-4e8c-b645-5252b2ceb954
## WARN [11:14:29.888] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:29.889] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:29.889] [bbotk] Proposing a randomly sampled point
## INFO [11:14:29.897] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:29.919] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:29.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:30.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:30.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:30.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:30.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:30.311] [mlr3] Finished benchmark
## INFO [11:14:30.324] [bbotk] Result of batch 2:
## INFO [11:14:30.324] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:30.324] [bbotk] 1 161 FALSE extratrees 0.9782502 0.692185 0
## INFO [11:14:30.324] [bbotk] errors runtime_learners uhash
## INFO [11:14:30.324] [bbotk] 0 0.362 45b9f412-8a2c-4070-a574-ec378c5b6ec8
## WARN [11:14:30.331] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:30.331] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:30.331] [bbotk] Proposing a randomly sampled point
## INFO [11:14:30.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:30.349] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:30.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:30.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:30.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:30.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:30.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:30.606] [mlr3] Finished benchmark
## INFO [11:14:30.617] [bbotk] Result of batch 3:
## INFO [11:14:30.618] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:30.618] [bbotk] 3 443 TRUE extratrees 0.6723937 0.7270008 0
## INFO [11:14:30.618] [bbotk] errors runtime_learners uhash
## INFO [11:14:30.618] [bbotk] 0 0.227 b86dc04a-a26c-4be9-8bb5-07b9929d0753
## WARN [11:14:30.621] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:30.621] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:30.622] [bbotk] Proposing a randomly sampled point
## INFO [11:14:30.630] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:30.639] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:30.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:30.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:30.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:30.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:30.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:30.989] [mlr3] Finished benchmark
## INFO [11:14:31.001] [bbotk] Result of batch 4:
## INFO [11:14:31.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:31.002] [bbotk] 2 141 FALSE extratrees 0.5178397 0.704458 0
## INFO [11:14:31.002] [bbotk] errors runtime_learners uhash
## INFO [11:14:31.002] [bbotk] 0 0.321 9fe8add1-413e-4ef0-8b19-6146e6e28fe3
## WARN [11:14:31.005] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:31.005] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:31.005] [bbotk] Proposing a randomly sampled point
## INFO [11:14:31.014] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:31.023] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:31.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:31.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:31.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:31.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:31.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:31.329] [mlr3] Finished benchmark
## INFO [11:14:31.341] [bbotk] Result of batch 5:
## INFO [11:14:31.342] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:31.342] [bbotk] 4 206 TRUE gini 0.4928408 0.6990966 0
## INFO [11:14:31.342] [bbotk] errors runtime_learners uhash
## INFO [11:14:31.342] [bbotk] 0 0.281 a58b2d42-5e41-4096-85c1-49a9182d5d99
## WARN [11:14:31.344] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:31.345] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:31.345] [bbotk] Proposing a randomly sampled point
## INFO [11:14:31.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:31.362] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:31.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:31.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:31.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:31.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:31.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:31.530] [mlr3] Finished benchmark
## INFO [11:14:31.542] [bbotk] Result of batch 6:
## INFO [11:14:31.542] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:31.542] [bbotk] 2 339 FALSE extratrees 0.3759043 0.6 0
## INFO [11:14:31.542] [bbotk] errors runtime_learners uhash
## INFO [11:14:31.542] [bbotk] 0 0.145 c55123db-ce64-4ce4-a24c-b9826749bb60
## WARN [11:14:31.545] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:31.545] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:31.546] [bbotk] Proposing a randomly sampled point
## INFO [11:14:31.570] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:31.582] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:31.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:31.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:31.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:31.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:31.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:31.743] [mlr3] Finished benchmark
## INFO [11:14:31.755] [bbotk] Result of batch 7:
## INFO [11:14:31.756] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:31.756] [bbotk] 1 494 FALSE extratrees 0.479998 0.6 0
## INFO [11:14:31.756] [bbotk] errors runtime_learners uhash
## INFO [11:14:31.756] [bbotk] 0 0.136 0c7dbd11-8b44-492e-8bfd-94159f69c423
## WARN [11:14:31.759] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:31.759] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:31.760] [bbotk] Proposing a randomly sampled point
## INFO [11:14:31.768] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:31.777] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:31.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:31.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:31.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:32.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:32.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:32.156] [mlr3] Finished benchmark
## INFO [11:14:32.168] [bbotk] Result of batch 8:
## INFO [11:14:32.169] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:32.169] [bbotk] 2 89 FALSE gini 0.5417852 0.7069944 0
## INFO [11:14:32.169] [bbotk] errors runtime_learners uhash
## INFO [11:14:32.169] [bbotk] 0 0.353 16a0d17d-52c3-4e65-ae51-c6ed5e46f607
## WARN [11:14:32.172] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:32.172] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:32.172] [bbotk] Proposing a randomly sampled point
## INFO [11:14:32.181] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:32.189] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:32.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:32.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:32.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:32.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:32.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:32.675] [mlr3] Finished benchmark
## INFO [11:14:32.690] [bbotk] Result of batch 9:
## INFO [11:14:32.690] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:32.690] [bbotk] 3 187 TRUE gini 0.8292334 0.7106675 0
## INFO [11:14:32.690] [bbotk] errors runtime_learners uhash
## INFO [11:14:32.690] [bbotk] 0 0.401 7b7754fb-3344-4960-8a81-5ada98d3e044
## WARN [11:14:32.694] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:32.694] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:32.694] [bbotk] Proposing a randomly sampled point
## INFO [11:14:32.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:32.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:32.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:32.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:32.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:32.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:32.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:32.885] [mlr3] Finished benchmark
## INFO [11:14:32.897] [bbotk] Result of batch 10:
## INFO [11:14:32.898] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:32.898] [bbotk] 4 390 FALSE extratrees 0.2684776 0.4 0
## INFO [11:14:32.898] [bbotk] errors runtime_learners uhash
## INFO [11:14:32.898] [bbotk] 0 0.148 bea54846-78b7-4d80-99e6-264ee52b2bde
## WARN [11:14:32.901] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:32.901] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:32.902] [bbotk] Proposing a randomly sampled point
## INFO [11:14:32.910] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:32.919] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:32.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:33.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:33.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:33.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:33.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:33.329] [mlr3] Finished benchmark
## INFO [11:14:33.340] [bbotk] Result of batch 11:
## INFO [11:14:33.341] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:33.341] [bbotk] 1 63 FALSE gini 0.9609959 0.7332621 0
## INFO [11:14:33.341] [bbotk] errors runtime_learners uhash
## INFO [11:14:33.341] [bbotk] 0 0.386 dce84555-6c9e-48e8-944f-4059045d070c
## WARN [11:14:33.344] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:33.345] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:33.345] [bbotk] Proposing a randomly sampled point
## INFO [11:14:33.368] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:33.385] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:33.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:33.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:33.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:33.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:33.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:33.656] [mlr3] Finished benchmark
## INFO [11:14:33.668] [bbotk] Result of batch 12:
## INFO [11:14:33.668] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:33.668] [bbotk] 4 329 FALSE extratrees 0.5525529 0.7251316 0
## INFO [11:14:33.668] [bbotk] errors runtime_learners uhash
## INFO [11:14:33.668] [bbotk] 0 0.24 e416a3e6-2789-4e5f-8e0d-fd6ebf581385
## WARN [11:14:33.671] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:33.671] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:33.672] [bbotk] Proposing a randomly sampled point
## INFO [11:14:33.680] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:33.689] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:33.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:33.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:33.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:33.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:34.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:34.134] [mlr3] Finished benchmark
## INFO [11:14:34.145] [bbotk] Result of batch 13:
## INFO [11:14:34.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:34.146] [bbotk] 5 187 FALSE extratrees 0.7562493 0.6902343 0
## INFO [11:14:34.146] [bbotk] errors runtime_learners uhash
## INFO [11:14:34.146] [bbotk] 0 0.418 94e670dc-713a-4d24-adb0-e99aec7ebb8c
## WARN [11:14:34.149] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:34.149] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:34.150] [bbotk] Proposing a randomly sampled point
## INFO [11:14:34.158] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:34.167] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:34.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:34.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:34.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:34.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:34.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:34.330] [mlr3] Finished benchmark
## INFO [11:14:34.350] [bbotk] Result of batch 14:
## INFO [11:14:34.351] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:34.351] [bbotk] 1 194 TRUE extratrees 0.1986913 0.6 0
## INFO [11:14:34.351] [bbotk] errors runtime_learners uhash
## INFO [11:14:34.351] [bbotk] 0 0.129 53a812e9-d64d-4105-9eb9-0b891d99ae93
## WARN [11:14:34.356] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:34.356] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:34.356] [bbotk] Proposing a randomly sampled point
## INFO [11:14:34.371] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:34.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:34.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:34.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:34.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:34.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:34.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:34.688] [mlr3] Finished benchmark
## INFO [11:14:34.700] [bbotk] Result of batch 15:
## INFO [11:14:34.701] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:34.701] [bbotk] 2 218 TRUE extratrees 0.5646269 0.7194815 0
## INFO [11:14:34.701] [bbotk] errors runtime_learners uhash
## INFO [11:14:34.701] [bbotk] 0 0.277 be66fad4-3bc3-4bc3-b9ca-baa00340732b
## WARN [11:14:34.704] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:34.704] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:34.704] [bbotk] Proposing a randomly sampled point
## INFO [11:14:34.713] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:34.722] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:34.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:34.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:34.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:35.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:35.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:35.263] [mlr3] Finished benchmark
## INFO [11:14:35.275] [bbotk] Result of batch 16:
## INFO [11:14:35.276] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:35.276] [bbotk] 4 85 TRUE gini 0.807541 0.7347958 0
## INFO [11:14:35.276] [bbotk] errors runtime_learners uhash
## INFO [11:14:35.276] [bbotk] 0 0.514 a95caf15-4baf-4e14-8ed0-f993ebab010a
## WARN [11:14:35.279] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:35.279] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:35.279] [bbotk] Proposing a randomly sampled point
## INFO [11:14:35.288] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:35.297] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:35.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:35.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:35.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:35.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:35.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:35.618] [mlr3] Finished benchmark
## INFO [11:14:35.635] [bbotk] Result of batch 17:
## INFO [11:14:35.636] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:35.636] [bbotk] 2 139 FALSE extratrees 0.3658603 0.7176124 0
## INFO [11:14:35.636] [bbotk] errors runtime_learners uhash
## INFO [11:14:35.636] [bbotk] 0 0.286 438eb178-94e9-4c37-a632-47842437f520
## WARN [11:14:35.640] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:35.640] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:35.640] [bbotk] Proposing a randomly sampled point
## INFO [11:14:35.649] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:35.658] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:35.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:35.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:35.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:35.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:36.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:36.107] [mlr3] Finished benchmark
## INFO [11:14:36.119] [bbotk] Result of batch 18:
## INFO [11:14:36.120] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:36.120] [bbotk] 4 189 TRUE gini 0.824672 0.7085821 0
## INFO [11:14:36.120] [bbotk] errors runtime_learners uhash
## INFO [11:14:36.120] [bbotk] 0 0.424 3cd13206-5daf-44db-883f-0e0003df85e9
## WARN [11:14:36.123] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:36.123] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:36.123] [bbotk] Proposing a randomly sampled point
## INFO [11:14:36.132] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:36.141] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:36.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:36.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:36.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:36.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:36.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:36.320] [mlr3] Finished benchmark
## INFO [11:14:36.332] [bbotk] Result of batch 19:
## INFO [11:14:36.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:36.333] [bbotk] 1 492 FALSE extratrees 0.177085 0.6 0
## INFO [11:14:36.333] [bbotk] errors runtime_learners uhash
## INFO [11:14:36.333] [bbotk] 0 0.154 e57a3a3e-bfcb-4bc4-83fa-883ac78cfc09
## WARN [11:14:36.336] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:36.336] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:36.336] [bbotk] Proposing a randomly sampled point
## INFO [11:14:36.345] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:36.371] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:36.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:36.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:36.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:36.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:36.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:36.736] [mlr3] Finished benchmark
## INFO [11:14:36.748] [bbotk] Result of batch 20:
## INFO [11:14:36.748] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:36.748] [bbotk] 4 212 FALSE gini 0.6293 0.7260761 0
## INFO [11:14:36.748] [bbotk] errors runtime_learners uhash
## INFO [11:14:36.748] [bbotk] 0 0.33 ad6f98dd-dc28-4486-b46a-fdeb303275c2
## WARN [11:14:36.751] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:36.752] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:36.752] [bbotk] Proposing a randomly sampled point
## INFO [11:14:36.760] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:36.769] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:36.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:36.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:36.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:36.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:37.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:37.086] [mlr3] Finished benchmark
## INFO [11:14:37.098] [bbotk] Result of batch 21:
## INFO [11:14:37.099] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:37.099] [bbotk] 5 76 FALSE gini 0.2082063 0.7007473 0
## INFO [11:14:37.099] [bbotk] errors runtime_learners uhash
## INFO [11:14:37.099] [bbotk] 0 0.294 078f894d-74d9-41be-a743-dd0c8e9a8889
## WARN [11:14:37.102] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:37.102] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:37.102] [bbotk] Proposing a randomly sampled point
## INFO [11:14:37.111] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:37.120] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:37.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:37.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:37.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:37.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:37.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:37.284] [mlr3] Finished benchmark
## INFO [11:14:37.310] [bbotk] Result of batch 22:
## INFO [11:14:37.311] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:37.311] [bbotk] 2 490 FALSE gini 0.4192085 0.6 0
## INFO [11:14:37.311] [bbotk] errors runtime_learners uhash
## INFO [11:14:37.311] [bbotk] 0 0.14 28943b8e-f929-43f5-9f3c-a3f4787bc881
## WARN [11:14:37.316] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:37.317] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:37.317] [bbotk] Proposing a randomly sampled point
## INFO [11:14:37.332] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:37.348] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:37.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:37.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:37.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:37.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:37.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:37.645] [mlr3] Finished benchmark
## INFO [11:14:37.657] [bbotk] Result of batch 23:
## INFO [11:14:37.658] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:37.658] [bbotk] 2 229 TRUE extratrees 0.5656308 0.7233057 0
## INFO [11:14:37.658] [bbotk] errors runtime_learners uhash
## INFO [11:14:37.658] [bbotk] 0 0.272 8cd36de9-3c4d-42e9-a3ed-d55cb66f5161
## WARN [11:14:37.661] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:37.661] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:37.662] [bbotk] Proposing a randomly sampled point
## INFO [11:14:37.670] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:37.679] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:37.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:37.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:37.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:37.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:38.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:38.091] [mlr3] Finished benchmark
## INFO [11:14:38.103] [bbotk] Result of batch 24:
## INFO [11:14:38.104] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:38.104] [bbotk] 2 82 TRUE extratrees 0.5860919 0.6825208 0
## INFO [11:14:38.104] [bbotk] errors runtime_learners uhash
## INFO [11:14:38.104] [bbotk] 0 0.385 39ea8a32-7a74-4db7-86db-8e63cd47cf78
## WARN [11:14:38.107] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:38.107] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:38.107] [bbotk] Proposing a randomly sampled point
## INFO [11:14:38.116] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:38.125] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:38.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:38.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:38.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:38.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:38.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:38.427] [mlr3] Finished benchmark
## INFO [11:14:38.445] [bbotk] Result of batch 25:
## INFO [11:14:38.446] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:38.446] [bbotk] 5 194 FALSE extratrees 0.3717223 0.7231433 0
## INFO [11:14:38.446] [bbotk] errors runtime_learners uhash
## INFO [11:14:38.446] [bbotk] 0 0.261 3361e863-a0b7-4528-b5f0-767ef6cf990c
## WARN [11:14:38.450] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:38.450] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:38.450] [bbotk] Proposing a randomly sampled point
## INFO [11:14:38.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:38.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:38.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:38.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:38.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:38.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:38.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:38.976] [mlr3] Finished benchmark
## INFO [11:14:38.989] [bbotk] Result of batch 26:
## INFO [11:14:38.989] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:38.989] [bbotk] 2 55 TRUE extratrees 0.7063041 0.6861244 0
## INFO [11:14:38.989] [bbotk] errors runtime_learners uhash
## INFO [11:14:38.989] [bbotk] 0 0.485 5be766e9-68f0-4b74-b571-3637e28e96d7
## WARN [11:14:38.992] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:38.993] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:38.993] [bbotk] Proposing a randomly sampled point
## INFO [11:14:39.002] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:39.011] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:39.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:39.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:39.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:39.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:39.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:39.285] [mlr3] Finished benchmark
## INFO [11:14:39.297] [bbotk] Result of batch 27:
## INFO [11:14:39.298] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:39.298] [bbotk] 4 379 TRUE gini 0.7016053 0.68946 0
## INFO [11:14:39.298] [bbotk] errors runtime_learners uhash
## INFO [11:14:39.298] [bbotk] 0 0.248 5e1cee2f-c98a-4d89-9737-e9f5659b594a
## WARN [11:14:39.301] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:39.301] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:39.301] [bbotk] Proposing a randomly sampled point
## INFO [11:14:39.324] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:39.341] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:39.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:39.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:39.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:39.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:39.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:39.624] [mlr3] Finished benchmark
## INFO [11:14:39.636] [bbotk] Result of batch 28:
## INFO [11:14:39.637] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:39.637] [bbotk] 3 316 FALSE gini 0.6648839 0.6975408 0
## INFO [11:14:39.637] [bbotk] errors runtime_learners uhash
## INFO [11:14:39.637] [bbotk] 0 0.25 35481f2a-7b8c-49e4-920a-94afca2819d7
## WARN [11:14:39.640] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:39.640] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:39.640] [bbotk] Proposing a randomly sampled point
## INFO [11:14:39.649] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:39.658] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:39.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:39.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:39.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:39.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:39.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:40.082] [mlr3] Finished benchmark
## INFO [11:14:40.094] [bbotk] Result of batch 29:
## INFO [11:14:40.095] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:40.095] [bbotk] 5 83 FALSE gini 0.3755164 0.7045417 0
## INFO [11:14:40.095] [bbotk] errors runtime_learners uhash
## INFO [11:14:40.095] [bbotk] 0 0.398 33b800a0-8c39-4d92-adf0-a740cb4c2a40
## WARN [11:14:40.098] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:40.098] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:40.098] [bbotk] Proposing a randomly sampled point
## INFO [11:14:40.107] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:40.116] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:40.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:40.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:40.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:40.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:40.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:40.328] [mlr3] Finished benchmark
## INFO [11:14:40.347] [bbotk] Result of batch 30:
## INFO [11:14:40.348] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:40.348] [bbotk] 1 473 FALSE gini 0.692553 0.6629123 0
## INFO [11:14:40.348] [bbotk] errors runtime_learners uhash
## INFO [11:14:40.348] [bbotk] 0 0.186 d51c2da3-5cf2-44bd-a247-5411c1d538b5
## WARN [11:14:40.352] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:40.353] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:40.353] [bbotk] Proposing a randomly sampled point
## INFO [11:14:40.369] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:40.381] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:40.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:40.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:40.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:40.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:40.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:40.809] [mlr3] Finished benchmark
## INFO [11:14:40.821] [bbotk] Result of batch 31:
## INFO [11:14:40.822] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:40.822] [bbotk] 4 250 FALSE extratrees 0.9727706 0.6900159 0
## INFO [11:14:40.822] [bbotk] errors runtime_learners uhash
## INFO [11:14:40.822] [bbotk] 0 0.404 b2a53cd7-3952-47e2-8f29-6123dce93aff
## WARN [11:14:40.825] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:40.825] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:40.825] [bbotk] Proposing a randomly sampled point
## INFO [11:14:40.834] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:40.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:40.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:40.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:40.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:40.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:41.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:41.082] [mlr3] Finished benchmark
## INFO [11:14:41.094] [bbotk] Result of batch 32:
## INFO [11:14:41.095] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:41.095] [bbotk] 3 184 FALSE gini 0.3169711 0.6613586 0
## INFO [11:14:41.095] [bbotk] errors runtime_learners uhash
## INFO [11:14:41.095] [bbotk] 0 0.215 24762965-6b4f-4c51-88cb-b48520715596
## WARN [11:14:41.097] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:41.098] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:41.098] [bbotk] Proposing a randomly sampled point
## INFO [11:14:41.106] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:41.115] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:41.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:41.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:41.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:41.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:41.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:41.579] [mlr3] Finished benchmark
## INFO [11:14:41.593] [bbotk] Result of batch 33:
## INFO [11:14:41.594] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:41.594] [bbotk] 5 258 TRUE extratrees 0.8361906 0.693689 0
## INFO [11:14:41.594] [bbotk] errors runtime_learners uhash
## INFO [11:14:41.594] [bbotk] 0 0.428 746b8013-805a-4b35-8cdb-1c5e02fa90d1
## WARN [11:14:41.597] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:41.597] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:41.598] [bbotk] Proposing a randomly sampled point
## INFO [11:14:41.606] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:41.615] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:41.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:41.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:41.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:41.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:41.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:41.908] [mlr3] Finished benchmark
## INFO [11:14:41.920] [bbotk] Result of batch 34:
## INFO [11:14:41.921] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:41.921] [bbotk] 5 279 FALSE extratrees 0.5637774 0.7267603 0
## INFO [11:14:41.921] [bbotk] errors runtime_learners uhash
## INFO [11:14:41.921] [bbotk] 0 0.268 21b7f32e-8e96-426c-b50a-2b5f8490de24
## WARN [11:14:41.924] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:41.924] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:41.924] [bbotk] Proposing a randomly sampled point
## INFO [11:14:41.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:41.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:41.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:41.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:42.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:42.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:42.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:42.118] [mlr3] Finished benchmark
## INFO [11:14:42.130] [bbotk] Result of batch 35:
## INFO [11:14:42.131] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:42.131] [bbotk] 2 311 FALSE extratrees 0.2812958 0.6 0
## INFO [11:14:42.131] [bbotk] errors runtime_learners uhash
## INFO [11:14:42.131] [bbotk] 0 0.149 77765901-baf1-46b2-8f16-cad815b32a41
## WARN [11:14:42.134] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:42.134] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:42.135] [bbotk] Proposing a randomly sampled point
## INFO [11:14:42.161] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:42.177] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:42.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:42.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:42.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:42.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:42.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:42.338] [mlr3] Finished benchmark
## INFO [11:14:42.350] [bbotk] Result of batch 36:
## INFO [11:14:42.351] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:42.351] [bbotk] 5 359 TRUE gini 0.4106167 0.4 0
## INFO [11:14:42.351] [bbotk] errors runtime_learners uhash
## INFO [11:14:42.351] [bbotk] 0 0.131 28d117b2-a166-4988-9fec-618f5bf45cbb
## WARN [11:14:42.354] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:42.354] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:42.354] [bbotk] Proposing a randomly sampled point
## INFO [11:14:42.363] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:42.372] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:42.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:42.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:42.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:42.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:42.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:42.709] [mlr3] Finished benchmark
## INFO [11:14:42.721] [bbotk] Result of batch 37:
## INFO [11:14:42.722] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:42.722] [bbotk] 2 373 TRUE extratrees 0.8847889 0.7253103 0
## INFO [11:14:42.722] [bbotk] errors runtime_learners uhash
## INFO [11:14:42.722] [bbotk] 0 0.307 fc584029-adb6-4460-8b73-388b558f9013
## WARN [11:14:42.725] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:42.726] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:42.726] [bbotk] Proposing a randomly sampled point
## INFO [11:14:42.734] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:42.743] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:42.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:42.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:42.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:43.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:43.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:43.349] [mlr3] Finished benchmark
## INFO [11:14:43.369] [bbotk] Result of batch 38:
## INFO [11:14:43.369] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:43.369] [bbotk] 5 20 FALSE gini 0.3630763 0.7499406 0
## INFO [11:14:43.369] [bbotk] errors runtime_learners uhash
## INFO [11:14:43.369] [bbotk] 0 0.575 2fa353c9-b0b0-466c-9b14-ef280447a5e7
## WARN [11:14:43.374] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:43.374] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:43.375] [bbotk] Proposing a randomly sampled point
## INFO [11:14:43.385] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:43.394] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:43.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:43.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:43.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:43.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:43.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:43.574] [mlr3] Finished benchmark
## INFO [11:14:43.586] [bbotk] Result of batch 39:
## INFO [11:14:43.587] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:43.587] [bbotk] 1 384 FALSE extratrees 0.1639053 0.6 0
## INFO [11:14:43.587] [bbotk] errors runtime_learners uhash
## INFO [11:14:43.587] [bbotk] 0 0.155 0a70e195-74d8-4a89-a2c7-39f5873524f4
## WARN [11:14:43.590] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:43.590] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:43.591] [bbotk] Proposing a randomly sampled point
## INFO [11:14:43.600] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:43.609] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:43.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:43.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:43.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:43.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:43.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:43.886] [mlr3] Finished benchmark
## INFO [11:14:43.898] [bbotk] Result of batch 40:
## INFO [11:14:43.898] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:43.898] [bbotk] 2 152 FALSE extratrees 0.333483 0.7269093 0
## INFO [11:14:43.898] [bbotk] errors runtime_learners uhash
## INFO [11:14:43.898] [bbotk] 0 0.252 825a384f-613f-45d0-ace1-64fccd5fbed4
## WARN [11:14:43.901] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:43.902] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:43.902] [bbotk] Proposing a randomly sampled point
## INFO [11:14:43.910] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:43.938] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:43.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:43.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:44.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:44.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:44.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:44.128] [mlr3] Finished benchmark
## INFO [11:14:44.140] [bbotk] Result of batch 41:
## INFO [11:14:44.141] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:44.141] [bbotk] 4 257 FALSE extratrees 0.2555533 0.6 0
## INFO [11:14:44.141] [bbotk] errors runtime_learners uhash
## INFO [11:14:44.141] [bbotk] 0 0.157 82b04f81-a665-4939-81ee-75fcc410ee23
## WARN [11:14:44.144] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:44.144] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:44.145] [bbotk] Proposing a randomly sampled point
## INFO [11:14:44.153] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:44.162] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:44.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:44.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:44.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:44.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:44.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:44.399] [mlr3] Finished benchmark
## INFO [11:14:44.411] [bbotk] Result of batch 42:
## INFO [11:14:44.412] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:44.412] [bbotk] 1 104 TRUE gini 0.259621 0.6951866 0
## INFO [11:14:44.412] [bbotk] errors runtime_learners uhash
## INFO [11:14:44.412] [bbotk] 0 0.211 eb513f24-2f42-47b7-addb-27b28e7a2182
## WARN [11:14:44.415] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:44.415] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:44.415] [bbotk] Proposing a randomly sampled point
## INFO [11:14:44.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:44.434] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:44.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:44.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:44.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:44.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:44.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:44.635] [mlr3] Finished benchmark
## INFO [11:14:44.654] [bbotk] Result of batch 43:
## INFO [11:14:44.655] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:44.655] [bbotk] 3 276 FALSE extratrees 0.1071858 0.6 0
## INFO [11:14:44.655] [bbotk] errors runtime_learners uhash
## INFO [11:14:44.655] [bbotk] 0 0.173 f89238d7-cd44-48f0-8d34-41838218de44
## WARN [11:14:44.659] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:44.659] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:44.660] [bbotk] Proposing a randomly sampled point
## INFO [11:14:44.675] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:44.687] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:44.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:44.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:44.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:44.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:44.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:45.041] [mlr3] Finished benchmark
## INFO [11:14:45.053] [bbotk] Result of batch 44:
## INFO [11:14:45.054] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:45.054] [bbotk] 4 221 TRUE gini 0.6712003 0.7046906 0
## INFO [11:14:45.054] [bbotk] errors runtime_learners uhash
## INFO [11:14:45.054] [bbotk] 0 0.328 6e1be0fd-04b2-4642-bb73-564b993f6d43
## WARN [11:14:45.057] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:45.057] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:45.057] [bbotk] Proposing a randomly sampled point
## INFO [11:14:45.066] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:45.075] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:45.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:45.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:45.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:45.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:45.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:45.448] [mlr3] Finished benchmark
## INFO [11:14:45.460] [bbotk] Result of batch 45:
## INFO [11:14:45.461] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:45.461] [bbotk] 3 261 TRUE extratrees 0.8218086 0.7011004 0
## INFO [11:14:45.461] [bbotk] errors runtime_learners uhash
## INFO [11:14:45.461] [bbotk] 0 0.346 b128f1a1-fc61-4dcc-88a2-9ad336b2c0a2
## WARN [11:14:45.464] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:45.464] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:45.464] [bbotk] Proposing a randomly sampled point
## INFO [11:14:45.473] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:45.492] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:45.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:45.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:45.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:45.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:45.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:45.800] [mlr3] Finished benchmark
## INFO [11:14:45.813] [bbotk] Result of batch 46:
## INFO [11:14:45.813] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:45.813] [bbotk] 1 374 FALSE extratrees 0.9023743 0.7327351 0
## INFO [11:14:45.813] [bbotk] errors runtime_learners uhash
## INFO [11:14:45.813] [bbotk] 0 0.272 1691ff9c-05f0-4e14-834e-e16805a03e17
## WARN [11:14:45.816] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:45.817] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:45.817] [bbotk] Proposing a randomly sampled point
## INFO [11:14:45.825] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:45.834] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:45.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:45.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:45.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:46.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:46.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:46.185] [mlr3] Finished benchmark
## INFO [11:14:46.198] [bbotk] Result of batch 47:
## INFO [11:14:46.199] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:46.199] [bbotk] 4 153 TRUE gini 0.507688 0.704909 0
## INFO [11:14:46.199] [bbotk] errors runtime_learners uhash
## INFO [11:14:46.199] [bbotk] 0 0.325 c7c58a5f-2151-4e74-be4d-a04a3c5e9e3c
## WARN [11:14:46.202] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:46.202] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:46.202] [bbotk] Proposing a randomly sampled point
## INFO [11:14:46.211] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:46.220] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:46.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:46.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:46.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:46.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:46.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:46.519] [mlr3] Finished benchmark
## INFO [11:14:46.540] [bbotk] Result of batch 48:
## INFO [11:14:46.541] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:46.541] [bbotk] 4 377 FALSE gini 0.8554076 0.7296521 0
## INFO [11:14:46.541] [bbotk] errors runtime_learners uhash
## INFO [11:14:46.541] [bbotk] 0 0.268 dc02690e-a921-4814-8ea0-ce61a785a004
## WARN [11:14:46.545] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:46.545] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:46.546] [bbotk] Proposing a randomly sampled point
## INFO [11:14:46.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:46.575] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:46.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:46.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:46.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:46.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:46.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:46.760] [mlr3] Finished benchmark
## INFO [11:14:46.773] [bbotk] Result of batch 49:
## INFO [11:14:46.773] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:46.773] [bbotk] 4 401 FALSE gini 0.1134625 0.4 0
## INFO [11:14:46.773] [bbotk] errors runtime_learners uhash
## INFO [11:14:46.773] [bbotk] 0 0.161 4cfc0cc4-1856-43be-a090-d3f72ec975cc
## WARN [11:14:46.776] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:46.777] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:46.777] [bbotk] Proposing a randomly sampled point
## INFO [11:14:46.785] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:46.795] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:46.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:46.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:46.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:46.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:47.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:47.061] [mlr3] Finished benchmark
## INFO [11:14:47.073] [bbotk] Result of batch 50:
## INFO [11:14:47.074] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:47.074] [bbotk] 1 235 FALSE gini 0.6570005 0.6957723 0
## INFO [11:14:47.074] [bbotk] errors runtime_learners uhash
## INFO [11:14:47.074] [bbotk] 0 0.242 f5992bd9-199c-43ee-9160-3313dcb1b097
## WARN [11:14:47.077] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:47.077] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:47.077] [bbotk] Proposing a randomly sampled point
## INFO [11:14:47.086] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:47.095] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:47.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:47.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:47.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:47.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:47.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:47.515] [mlr3] Finished benchmark
## INFO [11:14:47.528] [bbotk] Result of batch 51:
## INFO [11:14:47.528] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:47.528] [bbotk] 4 281 TRUE gini 0.9321888 0.7065917 0
## INFO [11:14:47.528] [bbotk] errors runtime_learners uhash
## INFO [11:14:47.528] [bbotk] 0 0.384 d9d201a4-21d9-44af-b7b0-3d39d0f0c089
## WARN [11:14:47.531] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:47.532] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:47.532] [bbotk] Proposing a randomly sampled point
## INFO [11:14:47.541] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:47.550] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:47.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:47.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:47.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:47.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:47.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:47.736] [mlr3] Finished benchmark
## INFO [11:14:47.749] [bbotk] Result of batch 52:
## INFO [11:14:47.750] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:47.750] [bbotk] 4 176 FALSE gini 0.1320773 0.6 0
## INFO [11:14:47.750] [bbotk] errors runtime_learners uhash
## INFO [11:14:47.750] [bbotk] 0 0.161 a6bbb3d6-ba83-47e9-9e9e-4709bf7a6818
## WARN [11:14:47.753] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:47.753] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:47.753] [bbotk] Proposing a randomly sampled point
## INFO [11:14:47.762] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:47.771] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:47.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:47.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:48.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:48.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:48.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:48.389] [mlr3] Finished benchmark
## INFO [11:14:48.419] [bbotk] Result of batch 53:
## INFO [11:14:48.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:48.420] [bbotk] 5 133 FALSE extratrees 0.9999588 0.6819351 0
## INFO [11:14:48.420] [bbotk] errors runtime_learners uhash
## INFO [11:14:48.420] [bbotk] 0 0.592 4c2b0e07-2797-46c7-bec6-11e3ff3f1ad6
## WARN [11:14:48.425] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:48.425] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:48.425] [bbotk] Proposing a randomly sampled point
## INFO [11:14:48.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:48.455] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:48.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:48.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:48.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:48.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:48.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:48.676] [mlr3] Finished benchmark
## INFO [11:14:48.689] [bbotk] Result of batch 54:
## INFO [11:14:48.689] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:48.689] [bbotk] 1 384 TRUE extratrees 0.5356352 0.7349802 0
## INFO [11:14:48.689] [bbotk] errors runtime_learners uhash
## INFO [11:14:48.689] [bbotk] 0 0.197 a580f1f1-1b1a-47dd-95d4-f5559ddba188
## WARN [11:14:48.692] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:48.693] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:48.693] [bbotk] Proposing a randomly sampled point
## INFO [11:14:48.702] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:48.711] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:48.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:48.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:48.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:48.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:49.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:49.174] [mlr3] Finished benchmark
## INFO [11:14:49.186] [bbotk] Result of batch 55:
## INFO [11:14:49.187] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:49.187] [bbotk] 3 37 FALSE gini 0.4155986 0.7349171 0
## INFO [11:14:49.187] [bbotk] errors runtime_learners uhash
## INFO [11:14:49.187] [bbotk] 0 0.438 2d4271be-5300-4130-bc1f-95339e87ee5c
## WARN [11:14:49.190] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:49.190] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:49.190] [bbotk] Proposing a randomly sampled point
## INFO [11:14:49.199] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:49.219] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:49.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:49.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:49.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:49.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:49.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:49.402] [mlr3] Finished benchmark
## INFO [11:14:49.414] [bbotk] Result of batch 56:
## INFO [11:14:49.415] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:49.415] [bbotk] 3 336 TRUE extratrees 0.1296471 0.6 0
## INFO [11:14:49.415] [bbotk] errors runtime_learners uhash
## INFO [11:14:49.415] [bbotk] 0 0.148 1bdbae00-10de-4103-906a-9c515dba4c8d
## WARN [11:14:49.418] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:49.418] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:49.419] [bbotk] Proposing a randomly sampled point
## INFO [11:14:49.427] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:49.436] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:49.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:49.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:49.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:49.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:49.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:49.944] [mlr3] Finished benchmark
## INFO [11:14:49.956] [bbotk] Result of batch 57:
## INFO [11:14:49.957] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:49.957] [bbotk] 5 107 FALSE gini 0.6594632 0.7334982 0
## INFO [11:14:49.957] [bbotk] errors runtime_learners uhash
## INFO [11:14:49.957] [bbotk] 0 0.482 cf7b6fad-15bf-492d-ae8a-2bc15c75e7e4
## WARN [11:14:49.960] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:49.961] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:49.961] [bbotk] Proposing a randomly sampled point
## INFO [11:14:49.969] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:49.978] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:49.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:50.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:50.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:50.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:50.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:50.386] [mlr3] Finished benchmark
## INFO [11:14:50.404] [bbotk] Result of batch 58:
## INFO [11:14:50.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:50.405] [bbotk] 5 164 FALSE extratrees 0.5925853 0.6940563 0
## INFO [11:14:50.405] [bbotk] errors runtime_learners uhash
## INFO [11:14:50.405] [bbotk] 0 0.381 4ddf4900-7f7d-44ec-84d2-7b0fabd54cb5
## WARN [11:14:50.410] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:50.410] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:50.411] [bbotk] Proposing a randomly sampled point
## INFO [11:14:50.426] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:50.437] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:50.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:50.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:50.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:50.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:50.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:50.685] [mlr3] Finished benchmark
## INFO [11:14:50.698] [bbotk] Result of batch 59:
## INFO [11:14:50.698] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:50.698] [bbotk] 2 281 TRUE gini 0.5465199 0.6878766 0
## INFO [11:14:50.698] [bbotk] errors runtime_learners uhash
## INFO [11:14:50.698] [bbotk] 0 0.221 a601da02-fb4e-433c-8ac8-d005f7ad9b7c
## WARN [11:14:50.702] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:50.702] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:50.702] [bbotk] Proposing a randomly sampled point
## INFO [11:14:50.711] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:50.720] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:50.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:50.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:50.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:50.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:50.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:50.886] [mlr3] Finished benchmark
## INFO [11:14:50.899] [bbotk] Result of batch 60:
## INFO [11:14:50.899] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:50.899] [bbotk] 3 410 FALSE gini 0.3954925 0.6 0
## INFO [11:14:50.899] [bbotk] errors runtime_learners uhash
## INFO [11:14:50.899] [bbotk] 0 0.141 b44a0342-fe6e-4d67-a66a-4957ed551d25
## WARN [11:14:50.902] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:50.902] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:50.903] [bbotk] Proposing a randomly sampled point
## INFO [11:14:50.911] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:50.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:50.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:51.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:51.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:51.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:51.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:51.245] [mlr3] Finished benchmark
## INFO [11:14:51.258] [bbotk] Result of batch 61:
## INFO [11:14:51.258] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:51.258] [bbotk] 1 135 TRUE gini 0.5164728 0.6937521 0
## INFO [11:14:51.258] [bbotk] errors runtime_learners uhash
## INFO [11:14:51.258] [bbotk] 0 0.278 ac689f28-f740-4d25-838c-5c31714438e0
## WARN [11:14:51.261] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:51.262] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:51.262] [bbotk] Proposing a randomly sampled point
## INFO [11:14:51.270] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:51.280] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:51.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:51.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:51.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:51.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:51.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:51.488] [mlr3] Finished benchmark
## INFO [11:14:51.501] [bbotk] Result of batch 62:
## INFO [11:14:51.501] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:51.501] [bbotk] 1 367 FALSE gini 0.5544116 0.6629123 0
## INFO [11:14:51.501] [bbotk] errors runtime_learners uhash
## INFO [11:14:51.501] [bbotk] 0 0.185 bc0c4b78-1164-456c-ae8d-db1f6129e9ab
## WARN [11:14:51.504] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:51.505] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:51.505] [bbotk] Proposing a randomly sampled point
## INFO [11:14:51.513] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:51.522] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:51.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:51.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:51.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:51.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:51.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:51.823] [mlr3] Finished benchmark
## INFO [11:14:51.842] [bbotk] Result of batch 63:
## INFO [11:14:51.843] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:51.843] [bbotk] 3 481 TRUE extratrees 0.6845254 0.7228689 0
## INFO [11:14:51.843] [bbotk] errors runtime_learners uhash
## INFO [11:14:51.843] [bbotk] 0 0.273 bb7e2af6-517c-4bec-ab77-f88e67df9a65
## WARN [11:14:51.848] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:51.848] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:51.849] [bbotk] Proposing a randomly sampled point
## INFO [11:14:51.863] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:51.873] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:51.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:51.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:52.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:52.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:52.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:52.224] [mlr3] Finished benchmark
## INFO [11:14:52.236] [bbotk] Result of batch 64:
## INFO [11:14:52.237] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:52.237] [bbotk] 4 236 FALSE extratrees 0.6912066 0.6992313 0
## INFO [11:14:52.237] [bbotk] errors runtime_learners uhash
## INFO [11:14:52.237] [bbotk] 0 0.326 5d7a9a5b-ea26-4822-8a49-4e016fe1087c
## WARN [11:14:52.240] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:52.240] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:52.240] [bbotk] Proposing a randomly sampled point
## INFO [11:14:52.249] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:52.258] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:52.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:52.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:52.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:52.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:52.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:52.495] [mlr3] Finished benchmark
## INFO [11:14:52.508] [bbotk] Result of batch 65:
## INFO [11:14:52.508] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:52.508] [bbotk] 1 277 TRUE gini 0.5683128 0.687656 0
## INFO [11:14:52.508] [bbotk] errors runtime_learners uhash
## INFO [11:14:52.508] [bbotk] 0 0.211 ea389cb8-b688-4668-ba7f-33b7ab6ee2fe
## WARN [11:14:52.511] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:52.512] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:52.512] [bbotk] Proposing a randomly sampled point
## INFO [11:14:52.521] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:52.530] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:52.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:52.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:52.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:52.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:52.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:52.797] [mlr3] Finished benchmark
## INFO [11:14:52.812] [bbotk] Result of batch 66:
## INFO [11:14:52.813] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:52.813] [bbotk] 5 378 FALSE extratrees 0.5017758 0.7024676 0
## INFO [11:14:52.813] [bbotk] errors runtime_learners uhash
## INFO [11:14:52.813] [bbotk] 0 0.233 bc28aa2b-035e-43ce-b339-f2845e7b6592
## WARN [11:14:52.816] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:52.816] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:52.816] [bbotk] Proposing a randomly sampled point
## INFO [11:14:52.825] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:52.834] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:52.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:52.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:52.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:52.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:52.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:53.007] [mlr3] Finished benchmark
## INFO [11:14:53.019] [bbotk] Result of batch 67:
## INFO [11:14:53.020] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:53.020] [bbotk] 5 315 FALSE gini 0.2770665 0.6 0
## INFO [11:14:53.020] [bbotk] errors runtime_learners uhash
## INFO [11:14:53.020] [bbotk] 0 0.149 cc7bf515-9872-4048-80ba-ff0536bc70a5
## WARN [11:14:53.023] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:53.023] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:53.024] [bbotk] Proposing a randomly sampled point
## INFO [11:14:53.032] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:53.041] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:53.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:53.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:53.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:53.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:53.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:53.403] [mlr3] Finished benchmark
## INFO [11:14:53.415] [bbotk] Result of batch 68:
## INFO [11:14:53.416] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:53.416] [bbotk] 1 282 TRUE extratrees 0.9329827 0.7176124 0
## INFO [11:14:53.416] [bbotk] errors runtime_learners uhash
## INFO [11:14:53.416] [bbotk] 0 0.335 6dc6814e-112b-487e-91db-f30c2bc6568d
## WARN [11:14:53.419] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:53.419] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:53.420] [bbotk] Proposing a randomly sampled point
## INFO [11:14:53.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:53.461] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:53.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:53.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:53.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:53.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:53.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:53.821] [mlr3] Finished benchmark
## INFO [11:14:53.834] [bbotk] Result of batch 69:
## INFO [11:14:53.835] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:53.835] [bbotk] 2 102 TRUE gini 0.5090524 0.7066271 0
## INFO [11:14:53.835] [bbotk] errors runtime_learners uhash
## INFO [11:14:53.835] [bbotk] 0 0.327 e3cb8253-4b9e-4e3d-8fb5-c2facb23a757
## WARN [11:14:53.838] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:53.838] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:53.838] [bbotk] Proposing a randomly sampled point
## INFO [11:14:53.847] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:53.856] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:53.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:53.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:53.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:53.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:53.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:54.028] [mlr3] Finished benchmark
## INFO [11:14:54.041] [bbotk] Result of batch 70:
## INFO [11:14:54.041] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:54.041] [bbotk] 1 482 FALSE extratrees 0.3305196 0.6 0
## INFO [11:14:54.041] [bbotk] errors runtime_learners uhash
## INFO [11:14:54.041] [bbotk] 0 0.15 9b27f18e-94a8-48e6-923a-8367f476fb43
## WARN [11:14:54.044] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:54.045] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:54.045] [bbotk] Proposing a randomly sampled point
## INFO [11:14:54.053] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:54.062] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:54.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:54.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:54.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:54.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:54.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:54.355] [mlr3] Finished benchmark
## INFO [11:14:54.377] [bbotk] Result of batch 71:
## INFO [11:14:54.378] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:54.378] [bbotk] 4 237 FALSE gini 0.4541144 0.6989753 0
## INFO [11:14:54.378] [bbotk] errors runtime_learners uhash
## INFO [11:14:54.378] [bbotk] 0 0.264 18fc26b7-2967-4421-a293-63a2cb5d5de4
## WARN [11:14:54.382] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:54.382] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:54.383] [bbotk] Proposing a randomly sampled point
## INFO [11:14:54.398] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:54.410] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:54.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:54.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:54.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:54.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:54.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:54.970] [mlr3] Finished benchmark
## INFO [11:14:54.983] [bbotk] Result of batch 72:
## INFO [11:14:54.984] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:54.984] [bbotk] 2 58 FALSE extratrees 0.9261611 0.6919369 0
## INFO [11:14:54.984] [bbotk] errors runtime_learners uhash
## INFO [11:14:54.984] [bbotk] 0 0.535 a5a3b7bf-eb4b-409f-a90c-7965ac6d0984
## WARN [11:14:54.987] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:54.987] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:54.987] [bbotk] Proposing a randomly sampled point
## INFO [11:14:54.996] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:55.005] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:55.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:55.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:55.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:55.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:55.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:55.165] [mlr3] Finished benchmark
## INFO [11:14:55.178] [bbotk] Result of batch 73:
## INFO [11:14:55.178] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:55.178] [bbotk] 2 486 FALSE extratrees 0.4947703 0.6 0
## INFO [11:14:55.178] [bbotk] errors runtime_learners uhash
## INFO [11:14:55.178] [bbotk] 0 0.135 1a737705-e825-46bc-8179-c8d2ba53d4e5
## WARN [11:14:55.181] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:55.181] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:55.182] [bbotk] Proposing a randomly sampled point
## INFO [11:14:55.190] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:55.199] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:55.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:55.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:55.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:55.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:55.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:55.410] [mlr3] Finished benchmark
## INFO [11:14:55.422] [bbotk] Result of batch 74:
## INFO [11:14:55.423] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:55.423] [bbotk] 5 291 FALSE extratrees 0.2971936 0.6 0
## INFO [11:14:55.423] [bbotk] errors runtime_learners uhash
## INFO [11:14:55.423] [bbotk] 0 0.163 747dd036-e129-4986-bc36-87866312f1d9
## WARN [11:14:55.426] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:55.426] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:55.427] [bbotk] Proposing a randomly sampled point
## INFO [11:14:55.435] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:55.444] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:55.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:55.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:55.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:55.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:55.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:55.596] [mlr3] Finished benchmark
## INFO [11:14:55.609] [bbotk] Result of batch 75:
## INFO [11:14:55.610] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:55.610] [bbotk] 2 455 TRUE gini 0.3476397 0.4 0
## INFO [11:14:55.610] [bbotk] errors runtime_learners uhash
## INFO [11:14:55.610] [bbotk] 0 0.127 b7d347bf-3394-4a29-86e0-e82f3959c59d
## WARN [11:14:55.613] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:55.613] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:55.613] [bbotk] Proposing a randomly sampled point
## INFO [11:14:55.622] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:55.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:55.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:55.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:55.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:55.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:55.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:56.039] [mlr3] Finished benchmark
## INFO [11:14:56.051] [bbotk] Result of batch 76:
## INFO [11:14:56.052] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:56.052] [bbotk] 4 80 FALSE gini 0.3951142 0.7082261 0
## INFO [11:14:56.052] [bbotk] errors runtime_learners uhash
## INFO [11:14:56.052] [bbotk] 0 0.386 03546010-66cc-4f33-8b0f-049c1cc55956
## WARN [11:14:56.066] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:56.067] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:56.067] [bbotk] Proposing a randomly sampled point
## INFO [11:14:56.085] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:56.101] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:56.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:56.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:56.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:56.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:56.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:56.466] [mlr3] Finished benchmark
## INFO [11:14:56.479] [bbotk] Result of batch 77:
## INFO [11:14:56.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:56.480] [bbotk] 4 354 TRUE extratrees 0.8797483 0.7117347 0
## INFO [11:14:56.480] [bbotk] errors runtime_learners uhash
## INFO [11:14:56.480] [bbotk] 0 0.335 2920874c-3df9-4db4-b16f-23aaf3f2d343
## WARN [11:14:56.483] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:56.483] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:56.483] [bbotk] Proposing a randomly sampled point
## INFO [11:14:56.492] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:56.501] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:56.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:56.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:56.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:56.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:56.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:56.779] [mlr3] Finished benchmark
## INFO [11:14:56.792] [bbotk] Result of batch 78:
## INFO [11:14:56.792] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:56.792] [bbotk] 2 457 TRUE extratrees 0.8282728 0.7269093 0
## INFO [11:14:56.792] [bbotk] errors runtime_learners uhash
## INFO [11:14:56.792] [bbotk] 0 0.253 86c968fb-a5bc-4a76-a9ba-7db93f987268
## WARN [11:14:56.795] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:56.796] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:56.796] [bbotk] Proposing a randomly sampled point
## INFO [11:14:56.804] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:56.813] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:56.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:56.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:57.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:57.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:57.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:57.394] [mlr3] Finished benchmark
## INFO [11:14:57.412] [bbotk] Result of batch 79:
## INFO [11:14:57.413] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:57.413] [bbotk] 5 15 TRUE gini 0.3427064 0.7517424 0
## INFO [11:14:57.413] [bbotk] errors runtime_learners uhash
## INFO [11:14:57.413] [bbotk] 0 0.538 ef773c38-2559-4655-94d9-956b066a06d5
## WARN [11:14:57.418] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:57.418] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:57.418] [bbotk] Proposing a randomly sampled point
## INFO [11:14:57.428] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:57.437] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:57.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:57.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:57.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:57.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:57.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:57.726] [mlr3] Finished benchmark
## INFO [11:14:57.739] [bbotk] Result of batch 80:
## INFO [11:14:57.740] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:57.740] [bbotk] 1 245 FALSE extratrees 0.5944501 0.7327217 0
## INFO [11:14:57.740] [bbotk] errors runtime_learners uhash
## INFO [11:14:57.740] [bbotk] 0 0.265 2fda6485-3562-48e9-9eba-d4f96642a439
## WARN [11:14:57.743] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:57.743] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:57.743] [bbotk] Proposing a randomly sampled point
## INFO [11:14:57.752] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:57.761] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:57.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:57.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:57.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:57.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:57.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:57.912] [mlr3] Finished benchmark
## INFO [11:14:57.924] [bbotk] Result of batch 81:
## INFO [11:14:57.925] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:57.925] [bbotk] 3 493 TRUE gini 0.3320464 0.6 0
## INFO [11:14:57.925] [bbotk] errors runtime_learners uhash
## INFO [11:14:57.925] [bbotk] 0 0.125 621bd30b-e738-41e0-b110-12b0eb9bb294
## WARN [11:14:57.928] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:57.928] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:57.929] [bbotk] Proposing a randomly sampled point
## INFO [11:14:57.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:57.965] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:57.969] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:58.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:58.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:58.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:58.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:58.486] [mlr3] Finished benchmark
## INFO [11:14:58.499] [bbotk] Result of batch 82:
## INFO [11:14:58.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:58.500] [bbotk] 2 54 FALSE gini 0.9210305 0.7473347 0
## INFO [11:14:58.500] [bbotk] errors runtime_learners uhash
## INFO [11:14:58.500] [bbotk] 0 0.489 8344f7af-ab90-4060-b90f-be81b01836c1
## WARN [11:14:58.503] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:58.503] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:58.503] [bbotk] Proposing a randomly sampled point
## INFO [11:14:58.512] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:58.521] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:58.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:58.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:58.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:58.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:58.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:58.675] [mlr3] Finished benchmark
## INFO [11:14:58.687] [bbotk] Result of batch 83:
## INFO [11:14:58.688] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:58.688] [bbotk] 1 419 TRUE extratrees 0.1877245 0.4 0
## INFO [11:14:58.688] [bbotk] errors runtime_learners uhash
## INFO [11:14:58.688] [bbotk] 0 0.128 080be07b-8742-477a-ba5e-b6b3bcc017d4
## WARN [11:14:58.691] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:58.691] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:58.692] [bbotk] Proposing a randomly sampled point
## INFO [11:14:58.700] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:58.709] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:58.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:58.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:58.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:58.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:58.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:59.010] [mlr3] Finished benchmark
## INFO [11:14:59.029] [bbotk] Result of batch 84:
## INFO [11:14:59.030] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:59.030] [bbotk] 4 440 FALSE extratrees 0.838039 0.7324083 0
## INFO [11:14:59.030] [bbotk] errors runtime_learners uhash
## INFO [11:14:59.030] [bbotk] 0 0.272 bc795f40-1e92-450c-9e45-1cf6237b4bc9
## WARN [11:14:59.035] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:59.035] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:59.036] [bbotk] Proposing a randomly sampled point
## INFO [11:14:59.050] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:59.060] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:59.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:59.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:14:59.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:14:59.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:14:59.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:14:59.895] [mlr3] Finished benchmark
## INFO [11:14:59.908] [bbotk] Result of batch 85:
## INFO [11:14:59.909] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:14:59.909] [bbotk] 3 8 TRUE gini 0.8839248 0.8155437 0
## INFO [11:14:59.909] [bbotk] errors runtime_learners uhash
## INFO [11:14:59.909] [bbotk] 0 0.809 d0ebdf05-2f54-4dfc-b72e-59c601cea392
## WARN [11:14:59.912] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:14:59.912] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:14:59.912] [bbotk] Proposing a randomly sampled point
## INFO [11:14:59.921] [bbotk] Evaluating 1 configuration(s)
## INFO [11:14:59.930] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:14:59.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:14:59.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:00.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:00.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:00.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:00.104] [mlr3] Finished benchmark
## INFO [11:15:00.117] [bbotk] Result of batch 86:
## INFO [11:15:00.118] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:00.118] [bbotk] 1 482 FALSE extratrees 0.2635358 0.6 0
## INFO [11:15:00.118] [bbotk] errors runtime_learners uhash
## INFO [11:15:00.118] [bbotk] 0 0.149 e8ad760f-3a9b-4348-9865-fc9653ec54cb
## WARN [11:15:00.121] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:00.121] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:00.121] [bbotk] Proposing a randomly sampled point
## INFO [11:15:00.145] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:00.163] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:00.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:00.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:00.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:00.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:00.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:00.493] [mlr3] Finished benchmark
## INFO [11:15:00.506] [bbotk] Result of batch 87:
## INFO [11:15:00.506] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:00.506] [bbotk] 4 363 FALSE extratrees 0.8486865 0.7213826 0
## INFO [11:15:00.506] [bbotk] errors runtime_learners uhash
## INFO [11:15:00.506] [bbotk] 0 0.299 2610c41a-d25e-40dc-a7ef-cb687dd6519f
## WARN [11:15:00.509] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:00.510] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:00.510] [bbotk] Proposing a randomly sampled point
## INFO [11:15:00.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:00.528] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:00.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:00.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:00.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:00.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:00.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:00.678] [mlr3] Finished benchmark
## INFO [11:15:00.691] [bbotk] Result of batch 88:
## INFO [11:15:00.692] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:00.692] [bbotk] 3 441 TRUE extratrees 0.4874498 0.6 0
## INFO [11:15:00.692] [bbotk] errors runtime_learners uhash
## INFO [11:15:00.692] [bbotk] 0 0.125 0d6070f0-6aae-4cc9-8408-fe7944dbf36a
## WARN [11:15:00.695] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:00.695] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:00.695] [bbotk] Proposing a randomly sampled point
## INFO [11:15:00.704] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:00.713] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:00.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:00.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:00.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:00.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:00.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:01.006] [mlr3] Finished benchmark
## INFO [11:15:01.025] [bbotk] Result of batch 89:
## INFO [11:15:01.026] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:01.026] [bbotk] 1 155 FALSE extratrees 0.3232242 0.7403062 0
## INFO [11:15:01.026] [bbotk] errors runtime_learners uhash
## INFO [11:15:01.026] [bbotk] 0 0.266 84bde05c-063a-43c4-a0a9-338083c9e81f
## WARN [11:15:01.031] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:01.032] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:01.032] [bbotk] Proposing a randomly sampled point
## INFO [11:15:01.044] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:01.054] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:01.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:01.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:01.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:01.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:01.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:01.447] [mlr3] Finished benchmark
## INFO [11:15:01.460] [bbotk] Result of batch 90:
## INFO [11:15:01.460] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:01.460] [bbotk] 4 310 TRUE extratrees 0.8976322 0.6994475 0
## INFO [11:15:01.460] [bbotk] errors runtime_learners uhash
## INFO [11:15:01.460] [bbotk] 0 0.366 563fbaf3-1424-49b6-aeb5-d1b90f4383fe
## WARN [11:15:01.464] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:01.464] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:01.464] [bbotk] Proposing a randomly sampled point
## INFO [11:15:01.473] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:01.482] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:01.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:01.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:01.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:01.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:02.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:02.151] [mlr3] Finished benchmark
## INFO [11:15:02.164] [bbotk] Result of batch 91:
## INFO [11:15:02.165] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:02.165] [bbotk] 3 50 TRUE extratrees 0.9080916 0.6997021 0
## INFO [11:15:02.165] [bbotk] errors runtime_learners uhash
## INFO [11:15:02.165] [bbotk] 0 0.641 36d989ff-62d2-4081-84da-1c16ee3b66f2
## WARN [11:15:02.168] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:02.168] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:02.168] [bbotk] Proposing a randomly sampled point
## INFO [11:15:02.191] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:02.210] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:02.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:02.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:02.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:02.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:02.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:02.738] [mlr3] Finished benchmark
## INFO [11:15:02.751] [bbotk] Result of batch 92:
## INFO [11:15:02.752] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:02.752] [bbotk] 1 52 TRUE extratrees 0.8192832 0.6919908 0
## INFO [11:15:02.752] [bbotk] errors runtime_learners uhash
## INFO [11:15:02.752] [bbotk] 0 0.496 b6cb1510-3572-4d29-8e8f-451805640616
## WARN [11:15:02.755] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:02.755] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:02.756] [bbotk] Proposing a randomly sampled point
## INFO [11:15:02.764] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:02.773] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:02.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:02.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:02.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:02.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:02.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:03.023] [mlr3] Finished benchmark
## INFO [11:15:03.036] [bbotk] Result of batch 93:
## INFO [11:15:03.037] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:03.037] [bbotk] 4 271 FALSE extratrees 0.4219436 0.7252826 0
## INFO [11:15:03.037] [bbotk] errors runtime_learners uhash
## INFO [11:15:03.037] [bbotk] 0 0.224 eb5be598-aade-46a4-8a90-bd9668b05a87
## WARN [11:15:03.040] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:03.040] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:03.040] [bbotk] Proposing a randomly sampled point
## INFO [11:15:03.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:03.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:03.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:03.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:03.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:03.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:03.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:03.437] [mlr3] Finished benchmark
## INFO [11:15:03.456] [bbotk] Result of batch 94:
## INFO [11:15:03.457] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:03.457] [bbotk] 1 144 TRUE gini 0.8775566 0.6959234 0
## INFO [11:15:03.457] [bbotk] errors runtime_learners uhash
## INFO [11:15:03.457] [bbotk] 0 0.338 00ff2df5-2355-45af-93a1-9c60648e6b19
## WARN [11:15:03.460] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:03.460] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:03.460] [bbotk] Proposing a randomly sampled point
## INFO [11:15:03.469] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:03.479] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:03.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:03.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:03.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:03.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:03.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:03.691] [mlr3] Finished benchmark
## INFO [11:15:03.704] [bbotk] Result of batch 95:
## INFO [11:15:03.705] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:03.705] [bbotk] 2 285 FALSE extratrees 0.3598465 0.7000418 0
## INFO [11:15:03.705] [bbotk] errors runtime_learners uhash
## INFO [11:15:03.705] [bbotk] 0 0.188 0d4b7ed0-1b8f-40e2-b9c0-345536d94ecc
## WARN [11:15:03.708] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:03.708] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:03.709] [bbotk] Proposing a randomly sampled point
## INFO [11:15:03.717] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:03.726] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:03.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:03.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:03.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:03.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:03.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:03.902] [mlr3] Finished benchmark
## INFO [11:15:03.915] [bbotk] Result of batch 96:
## INFO [11:15:03.916] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:03.916] [bbotk] 3 334 FALSE gini 0.2455101 0.6 0
## INFO [11:15:03.916] [bbotk] errors runtime_learners uhash
## INFO [11:15:03.916] [bbotk] 0 0.152 35da4998-1aa6-4f9d-9241-24caffff9a84
## WARN [11:15:03.919] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:03.919] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:03.919] [bbotk] Proposing a randomly sampled point
## INFO [11:15:03.945] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:03.962] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:03.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:04.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:04.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:04.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:04.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:04.240] [mlr3] Finished benchmark
## INFO [11:15:04.253] [bbotk] Result of batch 97:
## INFO [11:15:04.254] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:04.254] [bbotk] 1 346 TRUE extratrees 0.6327507 0.7403062 0
## INFO [11:15:04.254] [bbotk] errors runtime_learners uhash
## INFO [11:15:04.254] [bbotk] 0 0.248 c544c8d6-403f-4d55-a701-73a3cf553d0f
## WARN [11:15:04.257] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:04.257] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:04.258] [bbotk] Proposing a randomly sampled point
## INFO [11:15:04.266] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:04.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:04.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:04.309] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:04.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:04.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:04.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:04.434] [mlr3] Finished benchmark
## INFO [11:15:04.447] [bbotk] Result of batch 98:
## INFO [11:15:04.448] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:04.448] [bbotk] 5 401 TRUE extratrees 0.123325 0.6 0
## INFO [11:15:04.448] [bbotk] errors runtime_learners uhash
## INFO [11:15:04.448] [bbotk] 0 0.133 92655ba8-8afe-4bc1-aff9-d3e3958db4e6
## WARN [11:15:04.451] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:04.451] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:04.451] [bbotk] Proposing a randomly sampled point
## INFO [11:15:04.460] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:04.469] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:04.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:04.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:04.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:04.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:04.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:04.811] [mlr3] Finished benchmark
## INFO [11:15:04.830] [bbotk] Result of batch 99:
## INFO [11:15:04.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:04.831] [bbotk] 5 336 FALSE gini 0.8514699 0.7296386 0
## INFO [11:15:04.831] [bbotk] errors runtime_learners uhash
## INFO [11:15:04.831] [bbotk] 0 0.301 dddf832b-92a8-4962-a7d3-977c83954a1f
## WARN [11:15:04.836] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:04.836] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:04.836] [bbotk] Proposing a randomly sampled point
## INFO [11:15:04.846] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:04.855] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:04.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:04.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:04.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:04.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:04.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:05.028] [mlr3] Finished benchmark
## INFO [11:15:05.041] [bbotk] Result of batch 100:
## INFO [11:15:05.042] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:05.042] [bbotk] 3 489 FALSE gini 0.2850492 0.6 0
## INFO [11:15:05.042] [bbotk] errors runtime_learners uhash
## INFO [11:15:05.042] [bbotk] 0 0.15 99397a90-4a48-4aaf-ba5f-debb445ee8c5
## WARN [11:15:05.045] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:05.045] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:05.045] [bbotk] Proposing a randomly sampled point
## INFO [11:15:05.054] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:05.064] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:05.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:05.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:05.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:05.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:05.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:05.491] [mlr3] Finished benchmark
## INFO [11:15:05.504] [bbotk] Result of batch 101:
## INFO [11:15:05.505] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:05.505] [bbotk] 2 159 TRUE extratrees 0.8709872 0.688363 0
## INFO [11:15:05.505] [bbotk] errors runtime_learners uhash
## INFO [11:15:05.505] [bbotk] 0 0.402 51f1e789-d705-40be-80ce-ea998a59e825
## WARN [11:15:05.508] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:05.508] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:05.508] [bbotk] Proposing a randomly sampled point
## INFO [11:15:05.533] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:05.550] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:05.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:05.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:05.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:05.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:05.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:05.775] [mlr3] Finished benchmark
## INFO [11:15:05.788] [bbotk] Result of batch 102:
## INFO [11:15:05.789] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:05.789] [bbotk] 3 357 TRUE gini 0.5860388 0.657348 0
## INFO [11:15:05.789] [bbotk] errors runtime_learners uhash
## INFO [11:15:05.789] [bbotk] 0 0.199 22c2e750-ad8c-477b-85a6-d941575f32c9
## WARN [11:15:05.792] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:05.792] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:05.792] [bbotk] Proposing a randomly sampled point
## INFO [11:15:05.801] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:05.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:05.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:05.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:06.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:06.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:06.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:06.433] [mlr3] Finished benchmark
## INFO [11:15:06.446] [bbotk] Result of batch 103:
## INFO [11:15:06.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:06.447] [bbotk] 5 57 TRUE gini 0.7292447 0.7461462 0
## INFO [11:15:06.447] [bbotk] errors runtime_learners uhash
## INFO [11:15:06.447] [bbotk] 0 0.597 942961ee-9cc4-4b4e-b010-8bf249b6ae0b
## WARN [11:15:06.450] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:06.450] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:06.450] [bbotk] Proposing a randomly sampled point
## INFO [11:15:06.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:06.467] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:06.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:06.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:06.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:06.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:06.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:06.845] [mlr3] Finished benchmark
## INFO [11:15:06.864] [bbotk] Result of batch 104:
## INFO [11:15:06.866] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:06.866] [bbotk] 1 48 TRUE extratrees 0.2603385 0.6939031 0
## INFO [11:15:06.866] [bbotk] errors runtime_learners uhash
## INFO [11:15:06.866] [bbotk] 0 0.312 d887d38b-a115-4253-98da-b731681250f0
## WARN [11:15:06.870] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:06.871] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:06.871] [bbotk] Proposing a randomly sampled point
## INFO [11:15:06.882] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:06.892] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:06.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:06.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:06.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:07.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:07.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:07.071] [mlr3] Finished benchmark
## INFO [11:15:07.084] [bbotk] Result of batch 105:
## INFO [11:15:07.084] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:07.084] [bbotk] 3 307 FALSE gini 0.1899051 0.4 0
## INFO [11:15:07.084] [bbotk] errors runtime_learners uhash
## INFO [11:15:07.084] [bbotk] 0 0.154 70719af8-40c2-4672-976b-3604400e9bb7
## WARN [11:15:07.087] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:07.088] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:07.088] [bbotk] Proposing a randomly sampled point
## INFO [11:15:07.097] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:07.106] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:07.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:07.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:07.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:07.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:07.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:07.259] [mlr3] Finished benchmark
## INFO [11:15:07.272] [bbotk] Result of batch 106:
## INFO [11:15:07.273] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:07.273] [bbotk] 1 386 TRUE extratrees 0.2359416 0.6 0
## INFO [11:15:07.273] [bbotk] errors runtime_learners uhash
## INFO [11:15:07.273] [bbotk] 0 0.129 aa7e603c-d0e1-4842-9d80-31e58d16efe4
## WARN [11:15:07.276] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:07.276] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:07.276] [bbotk] Proposing a randomly sampled point
## INFO [11:15:07.285] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:07.311] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:07.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:07.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:07.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:07.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:07.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:07.489] [mlr3] Finished benchmark
## INFO [11:15:07.503] [bbotk] Result of batch 107:
## INFO [11:15:07.503] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:07.503] [bbotk] 5 325 TRUE gini 0.2676304 0.8 0
## INFO [11:15:07.503] [bbotk] errors runtime_learners uhash
## INFO [11:15:07.503] [bbotk] 0 0.14 6dcf20d3-2d64-4d09-b9c4-7d1ff69e7e9b
## WARN [11:15:07.506] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:07.507] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:07.507] [bbotk] Proposing a randomly sampled point
## INFO [11:15:07.516] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:07.525] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:07.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:07.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:07.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:07.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:07.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:07.747] [mlr3] Finished benchmark
## INFO [11:15:07.760] [bbotk] Result of batch 108:
## INFO [11:15:07.761] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:07.761] [bbotk] 3 469 TRUE gini 0.7721478 0.6532537 0
## INFO [11:15:07.761] [bbotk] errors runtime_learners uhash
## INFO [11:15:07.761] [bbotk] 0 0.199 aa955ac2-5a18-4893-8f23-bb060b0f0ee0
## WARN [11:15:07.764] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:07.764] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:07.764] [bbotk] Proposing a randomly sampled point
## INFO [11:15:07.773] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:07.782] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:07.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:07.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:07.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:07.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:07.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:07.939] [mlr3] Finished benchmark
## INFO [11:15:07.966] [bbotk] Result of batch 109:
## INFO [11:15:07.967] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:07.967] [bbotk] 1 459 FALSE gini 0.4973279 0.6 0
## INFO [11:15:07.967] [bbotk] errors runtime_learners uhash
## INFO [11:15:07.967] [bbotk] 0 0.132 506a67a2-f5fd-4c9a-ae23-ef69eccafe53
## WARN [11:15:07.972] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:07.973] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:07.973] [bbotk] Proposing a randomly sampled point
## INFO [11:15:07.990] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:08.007] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:08.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:08.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:08.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:08.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:08.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:08.271] [mlr3] Finished benchmark
## INFO [11:15:08.284] [bbotk] Result of batch 110:
## INFO [11:15:08.285] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:08.285] [bbotk] 2 254 FALSE gini 0.4986865 0.6916986 0
## INFO [11:15:08.285] [bbotk] errors runtime_learners uhash
## INFO [11:15:08.285] [bbotk] 0 0.236 5814b732-73a0-4da2-9603-700ebfbc28fb
## WARN [11:15:08.288] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:08.288] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:08.288] [bbotk] Proposing a randomly sampled point
## INFO [11:15:08.297] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:08.306] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:08.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:08.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:08.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:08.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:08.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:08.628] [mlr3] Finished benchmark
## INFO [11:15:08.640] [bbotk] Result of batch 111:
## INFO [11:15:08.641] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:08.641] [bbotk] 3 224 TRUE gini 0.6451888 0.6990966 0
## INFO [11:15:08.641] [bbotk] errors runtime_learners uhash
## INFO [11:15:08.641] [bbotk] 0 0.296 a26305cb-b174-4726-9f5a-eccd00af4fdf
## WARN [11:15:08.644] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:08.644] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:08.645] [bbotk] Proposing a randomly sampled point
## INFO [11:15:08.653] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:08.662] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:08.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:08.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:08.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:08.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:08.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:08.962] [mlr3] Finished benchmark
## INFO [11:15:08.982] [bbotk] Result of batch 112:
## INFO [11:15:08.983] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:08.983] [bbotk] 3 225 TRUE gini 0.4847156 0.6935004 0
## INFO [11:15:08.983] [bbotk] errors runtime_learners uhash
## INFO [11:15:08.983] [bbotk] 0 0.259 112e9eba-59f5-4137-93af-a0714629024f
## WARN [11:15:08.988] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:08.989] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:08.989] [bbotk] Proposing a randomly sampled point
## INFO [11:15:09.003] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:09.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:09.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:09.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:09.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:09.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:09.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:09.350] [mlr3] Finished benchmark
## INFO [11:15:09.363] [bbotk] Result of batch 113:
## INFO [11:15:09.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:09.364] [bbotk] 1 353 TRUE extratrees 0.93891 0.7250103 0
## INFO [11:15:09.364] [bbotk] errors runtime_learners uhash
## INFO [11:15:09.364] [bbotk] 0 0.312 4d24ae82-c735-46d1-81c6-2a69fe1c340f
## WARN [11:15:09.367] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:09.367] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:09.368] [bbotk] Proposing a randomly sampled point
## INFO [11:15:09.377] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:09.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:09.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:09.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:09.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:09.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:09.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:09.619] [mlr3] Finished benchmark
## INFO [11:15:09.631] [bbotk] Result of batch 114:
## INFO [11:15:09.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:09.632] [bbotk] 1 384 FALSE gini 0.818373 0.6919127 0
## INFO [11:15:09.632] [bbotk] errors runtime_learners uhash
## INFO [11:15:09.632] [bbotk] 0 0.209 a91c345c-af74-4401-b585-e09cd5db0e4a
## WARN [11:15:09.635] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:09.635] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:09.636] [bbotk] Proposing a randomly sampled point
## INFO [11:15:09.644] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:09.670] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:09.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:09.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:09.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:10.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:10.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:10.409] [mlr3] Finished benchmark
## INFO [11:15:10.423] [bbotk] Result of batch 115:
## INFO [11:15:10.424] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:10.424] [bbotk] 3 21 FALSE extratrees 0.7715374 0.7408224 0
## INFO [11:15:10.424] [bbotk] errors runtime_learners uhash
## INFO [11:15:10.424] [bbotk] 0 0.702 68b8aa91-1c79-42fa-96a4-d2150d72ea2f
## WARN [11:15:10.427] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:10.427] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:10.427] [bbotk] Proposing a randomly sampled point
## INFO [11:15:10.436] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:10.445] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:10.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:10.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:10.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:10.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:10.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:10.716] [mlr3] Finished benchmark
## INFO [11:15:10.729] [bbotk] Result of batch 116:
## INFO [11:15:10.729] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:10.729] [bbotk] 1 253 FALSE gini 0.7999747 0.6957723 0
## INFO [11:15:10.729] [bbotk] errors runtime_learners uhash
## INFO [11:15:10.729] [bbotk] 0 0.245 c2290602-a06b-4f82-a4bb-dfe9ef93d7c6
## WARN [11:15:10.732] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:10.733] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:10.733] [bbotk] Proposing a randomly sampled point
## INFO [11:15:10.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:10.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:10.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:10.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:10.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:11.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:11.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:11.335] [mlr3] Finished benchmark
## INFO [11:15:11.355] [bbotk] Result of batch 117:
## INFO [11:15:11.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:11.356] [bbotk] 1 63 TRUE extratrees 0.9908974 0.6881446 0
## INFO [11:15:11.356] [bbotk] errors runtime_learners uhash
## INFO [11:15:11.356] [bbotk] 0 0.553 7c3327ed-fc16-4a7e-8342-44491589bd1f
## WARN [11:15:11.361] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:11.362] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:11.362] [bbotk] Proposing a randomly sampled point
## INFO [11:15:11.375] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:11.384] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:11.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:11.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:11.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:11.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:11.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:11.603] [mlr3] Finished benchmark
## INFO [11:15:11.616] [bbotk] Result of batch 118:
## INFO [11:15:11.616] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:11.616] [bbotk] 4 392 TRUE gini 0.560837 0.6552739 0
## INFO [11:15:11.616] [bbotk] errors runtime_learners uhash
## INFO [11:15:11.616] [bbotk] 0 0.192 fdefb5d3-bf9e-45ad-9197-713076e49d3e
## WARN [11:15:11.620] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:11.620] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:11.620] [bbotk] Proposing a randomly sampled point
## INFO [11:15:11.629] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:11.638] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:11.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:11.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:11.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:11.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:11.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:12.082] [mlr3] Finished benchmark
## INFO [11:15:12.095] [bbotk] Result of batch 119:
## INFO [11:15:12.095] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:12.095] [bbotk] 1 72 FALSE extratrees 0.7782742 0.6863428 0
## INFO [11:15:12.095] [bbotk] errors runtime_learners uhash
## INFO [11:15:12.095] [bbotk] 0 0.42 5c1c6c7d-de1c-4430-85c9-d8802500b23e
## WARN [11:15:12.098] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:12.099] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:12.099] [bbotk] Proposing a randomly sampled point
## INFO [11:15:12.329] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:12.338] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:12.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:12.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:12.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:12.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:12.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:12.592] [mlr3] Finished benchmark
## INFO [11:15:12.605] [bbotk] Result of batch 120:
## INFO [11:15:12.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:12.606] [bbotk] 2 108 FALSE extratrees 0.2065599 0.7399389 0
## INFO [11:15:12.606] [bbotk] errors runtime_learners uhash
## INFO [11:15:12.606] [bbotk] 0 0.229 eef7a4bc-6667-41de-be57-0ca0817dca16
## WARN [11:15:12.609] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:12.609] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:12.609] [bbotk] Proposing a randomly sampled point
## INFO [11:15:12.617] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:12.626] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:12.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:12.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:12.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:12.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:12.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:12.911] [mlr3] Finished benchmark
## INFO [11:15:12.924] [bbotk] Result of batch 121:
## INFO [11:15:12.925] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:12.925] [bbotk] 2 179 FALSE gini 0.4515161 0.6992589 0
## INFO [11:15:12.925] [bbotk] errors runtime_learners uhash
## INFO [11:15:12.925] [bbotk] 0 0.262 31c6fc20-9807-4da1-b153-edc65955e637
## WARN [11:15:12.928] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:12.928] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:12.928] [bbotk] Proposing a randomly sampled point
## INFO [11:15:12.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:12.946] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:12.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:12.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:13.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:13.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:13.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:13.110] [mlr3] Finished benchmark
## INFO [11:15:13.123] [bbotk] Result of batch 122:
## INFO [11:15:13.123] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:13.123] [bbotk] 2 474 TRUE extratrees 0.1907704 0.6 0
## INFO [11:15:13.123] [bbotk] errors runtime_learners uhash
## INFO [11:15:13.123] [bbotk] 0 0.138 7f6d265c-c80e-4f59-8638-a4fbdec71868
## WARN [11:15:13.126] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:13.127] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:13.127] [bbotk] Proposing a randomly sampled point
## INFO [11:15:13.135] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:13.144] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:13.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:13.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:13.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:13.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:13.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:13.815] [mlr3] Finished benchmark
## INFO [11:15:13.827] [bbotk] Result of batch 123:
## INFO [11:15:13.828] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:13.828] [bbotk] 4 17 TRUE gini 0.5849359 0.7849216 0
## INFO [11:15:13.828] [bbotk] errors runtime_learners uhash
## INFO [11:15:13.828] [bbotk] 0 0.646 b49eb378-705c-4c86-af4c-3d61745489a4
## WARN [11:15:13.831] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:13.831] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:13.832] [bbotk] Proposing a randomly sampled point
## INFO [11:15:13.840] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:13.849] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:13.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:13.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:13.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:13.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:13.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:14.004] [mlr3] Finished benchmark
## INFO [11:15:14.017] [bbotk] Result of batch 124:
## INFO [11:15:14.017] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:14.017] [bbotk] 4 485 FALSE extratrees 0.525379 0.6 0
## INFO [11:15:14.017] [bbotk] errors runtime_learners uhash
## INFO [11:15:14.017] [bbotk] 0 0.131 8b143dfa-4eee-4fee-a4fa-ac8299fa7679
## WARN [11:15:14.020] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:14.021] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:14.021] [bbotk] Proposing a randomly sampled point
## INFO [11:15:14.029] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:14.038] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:14.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:14.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:14.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:14.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:14.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:14.229] [mlr3] Finished benchmark
## INFO [11:15:14.242] [bbotk] Result of batch 125:
## INFO [11:15:14.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:14.242] [bbotk] 1 195 TRUE gini 0.2453538 0.6688218 0
## INFO [11:15:14.242] [bbotk] errors runtime_learners uhash
## INFO [11:15:14.242] [bbotk] 0 0.157 69c94c1e-dd7d-469b-9d41-4e55c964c04e
## WARN [11:15:14.245] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:14.246] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:14.246] [bbotk] Proposing a randomly sampled point
## INFO [11:15:14.254] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:14.263] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:14.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:14.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:14.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:14.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:14.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:14.490] [mlr3] Finished benchmark
## INFO [11:15:14.503] [bbotk] Result of batch 126:
## INFO [11:15:14.504] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:14.504] [bbotk] 1 477 TRUE extratrees 0.6705999 0.7325167 0
## INFO [11:15:14.504] [bbotk] errors runtime_learners uhash
## INFO [11:15:14.504] [bbotk] 0 0.205 7b7c3e90-698a-4d70-beae-bef92c611101
## WARN [11:15:14.506] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:14.507] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:14.507] [bbotk] Proposing a randomly sampled point
## INFO [11:15:14.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:14.524] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:14.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:14.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:14.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:14.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:14.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:14.805] [mlr3] Finished benchmark
## INFO [11:15:14.818] [bbotk] Result of batch 127:
## INFO [11:15:14.819] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:14.819] [bbotk] 2 279 FALSE gini 0.7447747 0.6992589 0
## INFO [11:15:14.819] [bbotk] errors runtime_learners uhash
## INFO [11:15:14.819] [bbotk] 0 0.258 0fb2c2d8-9ce6-4053-9b8b-1602a67f2392
## WARN [11:15:14.822] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:14.822] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:14.822] [bbotk] Proposing a randomly sampled point
## INFO [11:15:14.840] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:14.849] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:14.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:14.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:14.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:14.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:14.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:15.000] [mlr3] Finished benchmark
## INFO [11:15:15.012] [bbotk] Result of batch 128:
## INFO [11:15:15.013] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:15.013] [bbotk] 4 459 TRUE extratrees 0.3361792 0.6 0
## INFO [11:15:15.013] [bbotk] errors runtime_learners uhash
## INFO [11:15:15.013] [bbotk] 0 0.125 7094fded-89d4-4ca5-b7bc-b1f08c3b1e35
## WARN [11:15:15.016] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:15.016] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:15.017] [bbotk] Proposing a randomly sampled point
## INFO [11:15:15.025] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:15.034] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:15.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:15.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:15.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:15.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:15.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:15.188] [mlr3] Finished benchmark
## INFO [11:15:15.201] [bbotk] Result of batch 129:
## INFO [11:15:15.201] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:15.201] [bbotk] 4 332 TRUE gini 0.1318639 0.4 0
## INFO [11:15:15.201] [bbotk] errors runtime_learners uhash
## INFO [11:15:15.201] [bbotk] 0 0.129 e45283b6-530c-4825-a407-a17c6b1781cc
## WARN [11:15:15.204] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:15.205] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:15.205] [bbotk] Proposing a randomly sampled point
## INFO [11:15:15.213] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:15.222] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:15.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:15.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:15.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:15.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:15.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:15.824] [mlr3] Finished benchmark
## INFO [11:15:15.836] [bbotk] Result of batch 130:
## INFO [11:15:15.837] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:15.837] [bbotk] 3 47 FALSE extratrees 0.7885758 0.6956617 0
## INFO [11:15:15.837] [bbotk] errors runtime_learners uhash
## INFO [11:15:15.837] [bbotk] 0 0.578 ca8a6205-756b-4ec8-b948-90e0c0c5f50d
## WARN [11:15:15.840] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:15.840] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:15.841] [bbotk] Proposing a randomly sampled point
## INFO [11:15:15.849] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:15.858] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:15.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:15.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:15.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:15.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:16.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:16.071] [mlr3] Finished benchmark
## INFO [11:15:16.083] [bbotk] Result of batch 131:
## INFO [11:15:16.084] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:16.084] [bbotk] 4 487 FALSE gini 0.6765702 0.6532537 0
## INFO [11:15:16.084] [bbotk] errors runtime_learners uhash
## INFO [11:15:16.084] [bbotk] 0 0.19 a0aad25c-a716-4c59-9b54-3c973dc75ee3
## WARN [11:15:16.087] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:16.087] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:16.088] [bbotk] Proposing a randomly sampled point
## INFO [11:15:16.096] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:16.105] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:16.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:16.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:16.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:16.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:16.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:16.330] [mlr3] Finished benchmark
## INFO [11:15:16.343] [bbotk] Result of batch 132:
## INFO [11:15:16.344] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:16.344] [bbotk] 5 374 FALSE extratrees 0.4700198 0.6977968 0
## INFO [11:15:16.344] [bbotk] errors runtime_learners uhash
## INFO [11:15:16.344] [bbotk] 0 0.201 68d7b39f-f309-4433-8590-b58c651f8b2b
## WARN [11:15:16.347] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:16.347] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:16.347] [bbotk] Proposing a randomly sampled point
## INFO [11:15:16.356] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:16.364] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:16.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:16.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:16.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:16.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:16.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:16.622] [mlr3] Finished benchmark
## INFO [11:15:16.634] [bbotk] Result of batch 133:
## INFO [11:15:16.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:16.635] [bbotk] 5 277 FALSE extratrees 0.4127533 0.7217067 0
## INFO [11:15:16.635] [bbotk] errors runtime_learners uhash
## INFO [11:15:16.635] [bbotk] 0 0.223 e70ffb2e-7af6-4e7b-a462-2b1295db0be2
## WARN [11:15:16.638] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:16.638] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:16.638] [bbotk] Proposing a randomly sampled point
## INFO [11:15:16.647] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:16.655] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:16.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:16.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:16.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:16.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:16.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:16.814] [mlr3] Finished benchmark
## INFO [11:15:16.826] [bbotk] Result of batch 134:
## INFO [11:15:16.827] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:16.827] [bbotk] 2 430 FALSE extratrees 0.479254 0.6 0
## INFO [11:15:16.827] [bbotk] errors runtime_learners uhash
## INFO [11:15:16.827] [bbotk] 0 0.134 5209e6b4-7f4a-4cc0-82c1-a5070ae7d2d8
## WARN [11:15:16.830] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:16.830] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:16.831] [bbotk] Proposing a randomly sampled point
## INFO [11:15:16.839] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:16.848] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:16.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:16.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:16.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:16.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:17.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:17.060] [mlr3] Finished benchmark
## INFO [11:15:17.073] [bbotk] Result of batch 135:
## INFO [11:15:17.074] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:17.074] [bbotk] 3 349 TRUE gini 0.5749581 0.6554249 0
## INFO [11:15:17.074] [bbotk] errors runtime_learners uhash
## INFO [11:15:17.074] [bbotk] 0 0.191 319c284a-ecd6-4203-b9c4-978e0155d14a
## WARN [11:15:17.086] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:17.086] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:17.086] [bbotk] Proposing a randomly sampled point
## INFO [11:15:17.095] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:17.103] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:17.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:17.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:17.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:17.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:17.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:17.390] [mlr3] Finished benchmark
## INFO [11:15:17.402] [bbotk] Result of batch 136:
## INFO [11:15:17.403] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:17.403] [bbotk] 1 48 TRUE gini 0.2497733 0.7057762 0
## INFO [11:15:17.403] [bbotk] errors runtime_learners uhash
## INFO [11:15:17.403] [bbotk] 0 0.265 482ed8c0-bbee-497b-b969-50018a2f9272
## WARN [11:15:17.406] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:17.406] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:17.406] [bbotk] Proposing a randomly sampled point
## INFO [11:15:17.415] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:17.424] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:17.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:17.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:17.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:17.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:17.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:17.742] [mlr3] Finished benchmark
## INFO [11:15:17.754] [bbotk] Result of batch 137:
## INFO [11:15:17.755] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:17.755] [bbotk] 2 265 TRUE gini 0.8366425 0.6993128 0
## INFO [11:15:17.755] [bbotk] errors runtime_learners uhash
## INFO [11:15:17.755] [bbotk] 0 0.294 be594433-cb1e-4feb-8db5-ccf50fd06619
## WARN [11:15:17.758] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:17.758] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:17.759] [bbotk] Proposing a randomly sampled point
## INFO [11:15:17.767] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:17.776] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:17.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:17.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:17.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:17.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:17.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:17.967] [mlr3] Finished benchmark
## INFO [11:15:17.979] [bbotk] Result of batch 138:
## INFO [11:15:17.980] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:17.980] [bbotk] 4 180 FALSE extratrees 0.1322867 0.6 0
## INFO [11:15:17.980] [bbotk] errors runtime_learners uhash
## INFO [11:15:17.980] [bbotk] 0 0.157 d22c4c4c-bcac-4b5a-86a1-4195cec7d2a1
## WARN [11:15:17.983] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:17.983] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:17.983] [bbotk] Proposing a randomly sampled point
## INFO [11:15:17.992] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:18.000] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:18.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:18.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:18.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:18.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:18.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:18.167] [mlr3] Finished benchmark
## INFO [11:15:18.180] [bbotk] Result of batch 139:
## INFO [11:15:18.181] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:18.181] [bbotk] 1 331 FALSE gini 0.3227213 0.6 0
## INFO [11:15:18.181] [bbotk] errors runtime_learners uhash
## INFO [11:15:18.181] [bbotk] 0 0.143 0fdd84a6-8f68-46a4-829d-19dcc4fe4efe
## WARN [11:15:18.184] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:18.184] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:18.185] [bbotk] Proposing a randomly sampled point
## INFO [11:15:18.193] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:18.202] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:18.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:18.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:18.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:18.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:18.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:18.686] [mlr3] Finished benchmark
## INFO [11:15:18.699] [bbotk] Result of batch 140:
## INFO [11:15:18.700] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:18.700] [bbotk] 3 151 TRUE extratrees 0.9047836 0.6783315 0
## INFO [11:15:18.700] [bbotk] errors runtime_learners uhash
## INFO [11:15:18.700] [bbotk] 0 0.461 c8eec028-53b0-47a8-963f-cfa58d077f39
## WARN [11:15:18.703] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:18.703] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:18.703] [bbotk] Proposing a randomly sampled point
## INFO [11:15:18.720] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:18.730] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:18.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:18.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:18.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:18.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:19.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:19.172] [mlr3] Finished benchmark
## INFO [11:15:19.184] [bbotk] Result of batch 141:
## INFO [11:15:19.185] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:19.185] [bbotk] 5 300 TRUE extratrees 0.9362948 0.6953419 0
## INFO [11:15:19.185] [bbotk] errors runtime_learners uhash
## INFO [11:15:19.185] [bbotk] 0 0.418 1011b2e9-0e60-4c25-b40c-7b4862c0c245
## WARN [11:15:19.188] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:19.188] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:19.188] [bbotk] Proposing a randomly sampled point
## INFO [11:15:19.197] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:19.205] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:19.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:19.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:19.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:19.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:19.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:19.517] [mlr3] Finished benchmark
## INFO [11:15:19.530] [bbotk] Result of batch 142:
## INFO [11:15:19.531] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:19.531] [bbotk] 1 120 TRUE gini 0.5767818 0.6937521 0
## INFO [11:15:19.531] [bbotk] errors runtime_learners uhash
## INFO [11:15:19.531] [bbotk] 0 0.288 aa0d21d8-f116-496f-beed-80139ce7a3db
## WARN [11:15:19.534] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:19.534] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:19.534] [bbotk] Proposing a randomly sampled point
## INFO [11:15:19.543] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:19.551] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:19.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:19.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:19.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:19.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:19.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:19.834] [mlr3] Finished benchmark
## INFO [11:15:19.847] [bbotk] Result of batch 143:
## INFO [11:15:19.848] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:19.848] [bbotk] 3 280 FALSE extratrees 0.5566032 0.7306065 0
## INFO [11:15:19.848] [bbotk] errors runtime_learners uhash
## INFO [11:15:19.848] [bbotk] 0 0.252 bba05437-5a5a-4141-9279-f355172c2562
## WARN [11:15:19.851] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:19.851] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:19.851] [bbotk] Proposing a randomly sampled point
## INFO [11:15:19.859] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:19.868] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:19.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:19.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:19.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:20.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:20.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:20.166] [mlr3] Finished benchmark
## INFO [11:15:20.179] [bbotk] Result of batch 144:
## INFO [11:15:20.179] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:20.179] [bbotk] 3 71 TRUE gini 0.2406064 0.7009118 0
## INFO [11:15:20.179] [bbotk] errors runtime_learners uhash
## INFO [11:15:20.179] [bbotk] 0 0.272 17ebe24c-7081-42be-b133-f2b1efe35074
## WARN [11:15:20.182] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:20.183] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:20.183] [bbotk] Proposing a randomly sampled point
## INFO [11:15:20.191] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:20.200] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:20.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:20.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:20.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:20.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:20.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:20.422] [mlr3] Finished benchmark
## INFO [11:15:20.435] [bbotk] Result of batch 145:
## INFO [11:15:20.436] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:20.436] [bbotk] 1 362 FALSE gini 0.6637954 0.6823995 0
## INFO [11:15:20.436] [bbotk] errors runtime_learners uhash
## INFO [11:15:20.436] [bbotk] 0 0.199 a0c9ec2c-88c5-4948-adb2-a93f1621e4c9
## WARN [11:15:20.439] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:20.439] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:20.439] [bbotk] Proposing a randomly sampled point
## INFO [11:15:20.448] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:20.466] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:20.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:20.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:20.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:20.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:20.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:20.677] [mlr3] Finished benchmark
## INFO [11:15:20.690] [bbotk] Result of batch 146:
## INFO [11:15:20.690] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:20.690] [bbotk] 5 286 TRUE gini 0.4095445 0.6593143 0
## INFO [11:15:20.690] [bbotk] errors runtime_learners uhash
## INFO [11:15:20.690] [bbotk] 0 0.186 2b92d750-a56e-461f-97a1-4095b530095f
## WARN [11:15:20.693] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:20.694] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:20.694] [bbotk] Proposing a randomly sampled point
## INFO [11:15:20.702] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:20.711] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:20.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:20.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:20.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:20.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:20.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:20.993] [mlr3] Finished benchmark
## INFO [11:15:21.006] [bbotk] Result of batch 147:
## INFO [11:15:21.007] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:21.007] [bbotk] 3 356 FALSE gini 0.8908889 0.7122155 0
## INFO [11:15:21.007] [bbotk] errors runtime_learners uhash
## INFO [11:15:21.007] [bbotk] 0 0.259 6de70a0c-0213-4ac3-9b36-1f2dcc0c5781
## WARN [11:15:21.010] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:21.010] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:21.011] [bbotk] Proposing a randomly sampled point
## INFO [11:15:21.019] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:21.028] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:21.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:21.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:21.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:21.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:21.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:21.321] [mlr3] Finished benchmark
## INFO [11:15:21.343] [bbotk] Result of batch 148:
## INFO [11:15:21.343] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:21.343] [bbotk] 3 235 TRUE extratrees 0.5525287 0.7248912 0
## INFO [11:15:21.343] [bbotk] errors runtime_learners uhash
## INFO [11:15:21.343] [bbotk] 0 0.266 7185f8a6-97a1-4dbf-b625-1a9eedc89ea4
## WARN [11:15:21.346] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:21.347] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:21.347] [bbotk] Proposing a randomly sampled point
## INFO [11:15:21.355] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:21.364] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:21.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:21.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:21.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:21.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:21.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:21.619] [mlr3] Finished benchmark
## INFO [11:15:21.632] [bbotk] Result of batch 149:
## INFO [11:15:21.633] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:21.633] [bbotk] 4 339 FALSE extratrees 0.5621058 0.7271518 0
## INFO [11:15:21.633] [bbotk] errors runtime_learners uhash
## INFO [11:15:21.633] [bbotk] 0 0.233 008fa2cd-4e20-43eb-8254-7550f1322f67
## WARN [11:15:21.636] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:21.636] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:21.636] [bbotk] Proposing a randomly sampled point
## INFO [11:15:21.645] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:21.653] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:21.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:21.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:21.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:21.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:21.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:21.972] [mlr3] Finished benchmark
## INFO [11:15:21.985] [bbotk] Result of batch 150:
## INFO [11:15:21.986] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:21.986] [bbotk] 5 300 FALSE gini 0.6709681 0.7278503 0
## INFO [11:15:21.986] [bbotk] errors runtime_learners uhash
## INFO [11:15:21.986] [bbotk] 0 0.294 205a09e1-2a92-4950-ad85-ff9e0188a6a5
## WARN [11:15:21.989] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:21.989] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:21.989] [bbotk] Proposing a randomly sampled point
## INFO [11:15:21.998] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:22.007] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:22.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:22.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:22.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:22.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:22.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:22.403] [mlr3] Finished benchmark
## INFO [11:15:22.416] [bbotk] Result of batch 151:
## INFO [11:15:22.416] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:22.416] [bbotk] 4 230 TRUE extratrees 0.7476707 0.6916688 0
## INFO [11:15:22.416] [bbotk] errors runtime_learners uhash
## INFO [11:15:22.416] [bbotk] 0 0.362 db4eb9ae-0677-48e6-9eca-a7ea8ec849e9
## WARN [11:15:22.419] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:22.419] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:22.420] [bbotk] Proposing a randomly sampled point
## INFO [11:15:22.428] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:22.437] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:22.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:22.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:22.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:22.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:22.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:22.754] [mlr3] Finished benchmark
## INFO [11:15:22.767] [bbotk] Result of batch 152:
## INFO [11:15:22.768] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:22.768] [bbotk] 5 262 TRUE gini 0.5878513 0.6969551 0
## INFO [11:15:22.768] [bbotk] errors runtime_learners uhash
## INFO [11:15:22.768] [bbotk] 0 0.292 c37719ad-3458-4d7f-b594-dda522fd3a24
## WARN [11:15:22.771] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:22.771] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:22.771] [bbotk] Proposing a randomly sampled point
## INFO [11:15:22.780] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:22.789] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:22.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:22.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:22.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:22.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:22.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:22.970] [mlr3] Finished benchmark
## INFO [11:15:22.992] [bbotk] Result of batch 153:
## INFO [11:15:22.992] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:22.992] [bbotk] 3 210 FALSE extratrees 0.1561611 0.6 0
## INFO [11:15:22.992] [bbotk] errors runtime_learners uhash
## INFO [11:15:22.992] [bbotk] 0 0.156 75b05387-0f90-4e8f-9a7c-ab72daaba076
## WARN [11:15:22.996] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:22.996] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:22.996] [bbotk] Proposing a randomly sampled point
## INFO [11:15:23.004] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:23.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:23.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:23.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:23.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:23.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:23.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:23.271] [mlr3] Finished benchmark
## INFO [11:15:23.284] [bbotk] Result of batch 154:
## INFO [11:15:23.285] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:23.285] [bbotk] 3 328 TRUE gini 0.6203338 0.6914802 0
## INFO [11:15:23.285] [bbotk] errors runtime_learners uhash
## INFO [11:15:23.285] [bbotk] 0 0.232 0099695a-f735-4740-82f8-150bed72f633
## WARN [11:15:23.288] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:23.288] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:23.288] [bbotk] Proposing a randomly sampled point
## INFO [11:15:23.297] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:23.305] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:23.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:23.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:23.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:23.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:23.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:23.624] [mlr3] Finished benchmark
## INFO [11:15:23.637] [bbotk] Result of batch 155:
## INFO [11:15:23.638] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:23.638] [bbotk] 3 360 TRUE gini 0.9173454 0.6989753 0
## INFO [11:15:23.638] [bbotk] errors runtime_learners uhash
## INFO [11:15:23.638] [bbotk] 0 0.296 78ed9b87-de92-4863-8561-4e18c744b5cb
## WARN [11:15:23.641] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:23.641] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:23.642] [bbotk] Proposing a randomly sampled point
## INFO [11:15:23.650] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:23.659] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:23.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:23.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:23.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:23.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:23.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:23.935] [mlr3] Finished benchmark
## INFO [11:15:23.947] [bbotk] Result of batch 156:
## INFO [11:15:23.948] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:23.948] [bbotk] 4 319 FALSE extratrees 0.5646493 0.7232383 0
## INFO [11:15:23.948] [bbotk] errors runtime_learners uhash
## INFO [11:15:23.948] [bbotk] 0 0.249 33db8dae-c484-4be7-bac6-0e2a3fbf22fd
## WARN [11:15:23.951] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:23.951] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:23.952] [bbotk] Proposing a randomly sampled point
## INFO [11:15:23.960] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:23.969] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:23.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:24.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:24.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:24.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:24.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:24.183] [mlr3] Finished benchmark
## INFO [11:15:24.195] [bbotk] Result of batch 157:
## INFO [11:15:24.196] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:24.196] [bbotk] 1 218 TRUE gini 0.3953549 0.6823995 0
## INFO [11:15:24.196] [bbotk] errors runtime_learners uhash
## INFO [11:15:24.196] [bbotk] 0 0.189 594bab57-d844-45a6-b63c-01ed7e90801a
## WARN [11:15:24.199] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:24.199] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:24.200] [bbotk] Proposing a randomly sampled point
## INFO [11:15:24.208] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:24.217] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:24.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:24.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:24.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:24.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:24.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:24.420] [mlr3] Finished benchmark
## INFO [11:15:24.433] [bbotk] Result of batch 158:
## INFO [11:15:24.434] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:24.434] [bbotk] 4 372 TRUE extratrees 0.4627912 0.6994341 0
## INFO [11:15:24.434] [bbotk] errors runtime_learners uhash
## INFO [11:15:24.434] [bbotk] 0 0.179 2700e262-7856-4c30-b363-0bc323e6ebc7
## WARN [11:15:24.437] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:24.437] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:24.437] [bbotk] Proposing a randomly sampled point
## INFO [11:15:24.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:24.464] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:24.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:24.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:24.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:24.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:24.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:24.638] [mlr3] Finished benchmark
## INFO [11:15:24.651] [bbotk] Result of batch 159:
## INFO [11:15:24.652] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:24.652] [bbotk] 3 389 FALSE extratrees 0.2256064 0.6 0
## INFO [11:15:24.652] [bbotk] errors runtime_learners uhash
## INFO [11:15:24.652] [bbotk] 0 0.151 9cbba0ff-619a-4864-bd85-a7932d644f61
## WARN [11:15:24.655] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:24.655] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:24.655] [bbotk] Proposing a randomly sampled point
## INFO [11:15:24.664] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:24.673] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:24.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:24.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:24.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:24.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:24.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:24.823] [mlr3] Finished benchmark
## INFO [11:15:24.836] [bbotk] Result of batch 160:
## INFO [11:15:24.837] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:24.837] [bbotk] 2 488 TRUE gini 0.4897366 0.6 0
## INFO [11:15:24.837] [bbotk] errors runtime_learners uhash
## INFO [11:15:24.837] [bbotk] 0 0.125 c1d06b13-aa13-4b01-b470-64797a865516
## WARN [11:15:24.840] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:24.840] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:24.840] [bbotk] Proposing a randomly sampled point
## INFO [11:15:24.849] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:24.858] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:24.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:24.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:24.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:25.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:25.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:25.182] [mlr3] Finished benchmark
## INFO [11:15:25.194] [bbotk] Result of batch 161:
## INFO [11:15:25.195] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:25.195] [bbotk] 4 165 TRUE extratrees 0.4561157 0.7028888 0
## INFO [11:15:25.195] [bbotk] errors runtime_learners uhash
## INFO [11:15:25.195] [bbotk] 0 0.299 0044728a-572c-4d18-a3a7-3dae2a82a568
## WARN [11:15:25.198] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:25.198] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:25.199] [bbotk] Proposing a randomly sampled point
## INFO [11:15:25.207] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:25.216] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:25.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:25.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:25.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:25.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:25.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:25.621] [mlr3] Finished benchmark
## INFO [11:15:25.634] [bbotk] Result of batch 162:
## INFO [11:15:25.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:25.635] [bbotk] 5 129 TRUE gini 0.5039299 0.7029427 0
## INFO [11:15:25.635] [bbotk] errors runtime_learners uhash
## INFO [11:15:25.635] [bbotk] 0 0.379 130ad4bf-4ed7-4005-ad13-2a7df50e7302
## WARN [11:15:25.638] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:25.638] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:25.638] [bbotk] Proposing a randomly sampled point
## INFO [11:15:25.647] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:25.656] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:25.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:25.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:25.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:25.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:25.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:25.952] [mlr3] Finished benchmark
## INFO [11:15:25.966] [bbotk] Result of batch 163:
## INFO [11:15:25.966] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:25.966] [bbotk] 1 193 FALSE gini 0.7584487 0.6957723 0
## INFO [11:15:25.966] [bbotk] errors runtime_learners uhash
## INFO [11:15:25.966] [bbotk] 0 0.271 8a0458eb-5a0e-4046-bdb9-d5475c6da46d
## WARN [11:15:25.969] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:25.970] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:25.980] [bbotk] Proposing a randomly sampled point
## INFO [11:15:25.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:25.998] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:26.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:26.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:26.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:26.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:26.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:26.238] [mlr3] Finished benchmark
## INFO [11:15:26.252] [bbotk] Result of batch 164:
## INFO [11:15:26.252] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:26.252] [bbotk] 5 288 FALSE gini 0.4682288 0.6650835 0
## INFO [11:15:26.252] [bbotk] errors runtime_learners uhash
## INFO [11:15:26.252] [bbotk] 0 0.216 e1e50350-ff77-44aa-adf8-31488ebaf5f0
## WARN [11:15:26.255] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:26.256] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:26.256] [bbotk] Proposing a randomly sampled point
## INFO [11:15:26.265] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:26.274] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:26.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:26.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:26.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:26.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:26.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:26.562] [mlr3] Finished benchmark
## INFO [11:15:26.576] [bbotk] Result of batch 165:
## INFO [11:15:26.577] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:26.577] [bbotk] 2 309 FALSE gini 0.8375343 0.7031483 0
## INFO [11:15:26.577] [bbotk] errors runtime_learners uhash
## INFO [11:15:26.577] [bbotk] 0 0.262 b1256756-852a-4b49-8c2d-eeb0fadf7cc5
## WARN [11:15:26.580] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:26.580] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:26.581] [bbotk] Proposing a randomly sampled point
## INFO [11:15:26.589] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:26.598] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:26.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:26.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:26.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:27.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:27.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:27.441] [mlr3] Finished benchmark
## INFO [11:15:27.454] [bbotk] Result of batch 166:
## INFO [11:15:27.455] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:27.455] [bbotk] 3 1 FALSE gini 0.5608112 0.8231601 0
## INFO [11:15:27.455] [bbotk] errors runtime_learners uhash
## INFO [11:15:27.455] [bbotk] 0 0.804 99ef26d3-d674-4bd8-95fb-9e5bc9898da5
## WARN [11:15:27.458] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:27.458] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:27.458] [bbotk] Proposing a randomly sampled point
## INFO [11:15:27.467] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:27.476] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:27.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:27.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:27.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:27.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:27.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:27.814] [mlr3] Finished benchmark
## INFO [11:15:27.828] [bbotk] Result of batch 167:
## INFO [11:15:27.828] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:27.828] [bbotk] 2 305 TRUE extratrees 0.8479822 0.7155943 0
## INFO [11:15:27.828] [bbotk] errors runtime_learners uhash
## INFO [11:15:27.828] [bbotk] 0 0.313 5e51c1ef-27e2-4d3e-bc11-1f4edeecaa9c
## WARN [11:15:27.831] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:27.832] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:27.832] [bbotk] Proposing a randomly sampled point
## INFO [11:15:27.841] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:27.850] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:27.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:27.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:27.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:28.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:28.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:28.189] [mlr3] Finished benchmark
## INFO [11:15:28.202] [bbotk] Result of batch 168:
## INFO [11:15:28.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:28.203] [bbotk] 4 161 TRUE extratrees 0.4822976 0.6971437 0
## INFO [11:15:28.203] [bbotk] errors runtime_learners uhash
## INFO [11:15:28.203] [bbotk] 0 0.302 01fb657b-f146-4c70-95bc-6cdc10fafc8a
## WARN [11:15:28.206] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:28.207] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:28.207] [bbotk] Proposing a randomly sampled point
## INFO [11:15:28.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:28.224] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:28.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:28.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:28.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:28.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:28.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:28.776] [mlr3] Finished benchmark
## INFO [11:15:28.790] [bbotk] Result of batch 169:
## INFO [11:15:28.790] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:28.790] [bbotk] 4 29 TRUE gini 0.4998673 0.7519608 0
## INFO [11:15:28.790] [bbotk] errors runtime_learners uhash
## INFO [11:15:28.790] [bbotk] 0 0.526 0526d700-5f6c-4e8c-b08a-5c0ea2cabb56
## WARN [11:15:28.793] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:28.794] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:28.794] [bbotk] Proposing a randomly sampled point
## INFO [11:15:28.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:28.812] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:28.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:28.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:28.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:28.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:28.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:28.985] [mlr3] Finished benchmark
## INFO [11:15:28.998] [bbotk] Result of batch 170:
## INFO [11:15:28.999] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:28.999] [bbotk] 3 477 FALSE extratrees 0.3076798 0.6 0
## INFO [11:15:28.999] [bbotk] errors runtime_learners uhash
## INFO [11:15:28.999] [bbotk] 0 0.147 15102468-2bcc-4660-b332-338625c2ab7b
## WARN [11:15:29.002] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:29.003] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:29.003] [bbotk] Proposing a randomly sampled point
## INFO [11:15:29.022] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:29.031] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:29.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:29.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:29.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:29.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:29.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:29.436] [mlr3] Finished benchmark
## INFO [11:15:29.449] [bbotk] Result of batch 171:
## INFO [11:15:29.450] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:29.450] [bbotk] 1 43 TRUE extratrees 0.4268456 0.6901648 0
## INFO [11:15:29.450] [bbotk] errors runtime_learners uhash
## INFO [11:15:29.450] [bbotk] 0 0.379 09bf0d43-1db1-4913-8d89-6c73e7f2ed47
## WARN [11:15:29.453] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:29.453] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:29.453] [bbotk] Proposing a randomly sampled point
## INFO [11:15:29.462] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:29.471] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:29.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:29.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:29.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:29.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:29.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:29.626] [mlr3] Finished benchmark
## INFO [11:15:29.640] [bbotk] Result of batch 172:
## INFO [11:15:29.640] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:29.640] [bbotk] 1 340 TRUE gini 0.1813462 0.4 0
## INFO [11:15:29.640] [bbotk] errors runtime_learners uhash
## INFO [11:15:29.640] [bbotk] 0 0.129 a563ac31-04e2-4d0c-b736-7574a6d7de39
## WARN [11:15:29.643] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:29.644] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:29.644] [bbotk] Proposing a randomly sampled point
## INFO [11:15:29.653] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:29.661] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:29.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:29.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:29.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:29.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:30.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:30.094] [mlr3] Finished benchmark
## INFO [11:15:30.108] [bbotk] Result of batch 173:
## INFO [11:15:30.108] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:30.108] [bbotk] 3 208 FALSE gini 0.8563342 0.7123367 0
## INFO [11:15:30.108] [bbotk] errors runtime_learners uhash
## INFO [11:15:30.108] [bbotk] 0 0.402 592ba966-adcf-4850-ad84-dea75e8ee961
## WARN [11:15:30.111] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:30.112] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:30.112] [bbotk] Proposing a randomly sampled point
## INFO [11:15:30.120] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:30.129] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:30.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:30.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:30.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:30.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:30.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:30.865] [mlr3] Finished benchmark
## INFO [11:15:30.878] [bbotk] Result of batch 174:
## INFO [11:15:30.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:30.879] [bbotk] 3 42 TRUE extratrees 0.9756291 0.7093366 0
## INFO [11:15:30.879] [bbotk] errors runtime_learners uhash
## INFO [11:15:30.879] [bbotk] 0 0.708 b23cd095-1824-4375-a895-5b7e4eb2df56
## WARN [11:15:30.882] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:30.882] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:30.883] [bbotk] Proposing a randomly sampled point
## INFO [11:15:30.891] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:30.900] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:30.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:30.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:30.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:30.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:31.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:31.055] [mlr3] Finished benchmark
## INFO [11:15:31.068] [bbotk] Result of batch 175:
## INFO [11:15:31.069] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:31.069] [bbotk] 3 490 TRUE extratrees 0.3353369 0.6 0
## INFO [11:15:31.069] [bbotk] errors runtime_learners uhash
## INFO [11:15:31.069] [bbotk] 0 0.13 b50ab5f0-9ed8-45fc-b782-ace41921013c
## WARN [11:15:31.072] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:31.072] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:31.084] [bbotk] Proposing a randomly sampled point
## INFO [11:15:31.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:31.111] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:31.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:31.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:31.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:31.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:31.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:31.402] [mlr3] Finished benchmark
## INFO [11:15:31.415] [bbotk] Result of batch 176:
## INFO [11:15:31.416] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:31.416] [bbotk] 3 254 TRUE extratrees 0.5723903 0.7269093 0
## INFO [11:15:31.416] [bbotk] errors runtime_learners uhash
## INFO [11:15:31.416] [bbotk] 0 0.266 b4ed1db4-e348-458c-9af1-813e828464a0
## WARN [11:15:31.419] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:31.419] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:31.420] [bbotk] Proposing a randomly sampled point
## INFO [11:15:31.428] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:31.437] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:31.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:31.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:31.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:31.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:31.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:31.595] [mlr3] Finished benchmark
## INFO [11:15:31.608] [bbotk] Result of batch 177:
## INFO [11:15:31.609] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:31.609] [bbotk] 5 203 TRUE extratrees 0.1354117 0.6 0
## INFO [11:15:31.609] [bbotk] errors runtime_learners uhash
## INFO [11:15:31.609] [bbotk] 0 0.131 39a6df21-10b7-418e-bf1c-5bddf8edc1cb
## WARN [11:15:31.612] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:31.612] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:31.612] [bbotk] Proposing a randomly sampled point
## INFO [11:15:31.621] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:31.630] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:31.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:31.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:31.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:31.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:31.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:31.810] [mlr3] Finished benchmark
## INFO [11:15:31.828] [bbotk] Result of batch 178:
## INFO [11:15:31.829] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:31.829] [bbotk] 3 483 FALSE extratrees 0.44601 0.6 0
## INFO [11:15:31.829] [bbotk] errors runtime_learners uhash
## INFO [11:15:31.829] [bbotk] 0 0.152 7da27d28-02f2-4caf-9f9c-5ae53393823a
## WARN [11:15:31.832] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:31.832] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:31.832] [bbotk] Proposing a randomly sampled point
## INFO [11:15:31.841] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:31.850] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:31.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:31.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:31.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:31.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:31.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:32.004] [mlr3] Finished benchmark
## INFO [11:15:32.017] [bbotk] Result of batch 179:
## INFO [11:15:32.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:32.018] [bbotk] 4 382 TRUE gini 0.3035857 0.6 0
## INFO [11:15:32.018] [bbotk] errors runtime_learners uhash
## INFO [11:15:32.018] [bbotk] 0 0.128 299dd589-8ab0-43bb-8f3e-017a4e560b88
## WARN [11:15:32.021] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:32.021] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:32.021] [bbotk] Proposing a randomly sampled point
## INFO [11:15:32.030] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:32.039] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:32.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:32.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:32.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:32.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:32.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:32.251] [mlr3] Finished benchmark
## INFO [11:15:32.264] [bbotk] Result of batch 180:
## INFO [11:15:32.265] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:32.265] [bbotk] 2 464 TRUE gini 0.6961439 0.6515058 0
## INFO [11:15:32.265] [bbotk] errors runtime_learners uhash
## INFO [11:15:32.265] [bbotk] 0 0.188 ac9c300e-5fa3-420b-a4fe-39ea4080a267
## WARN [11:15:32.268] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:32.268] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:32.268] [bbotk] Proposing a randomly sampled point
## INFO [11:15:32.277] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:32.286] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:32.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:32.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:32.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:32.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:32.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:32.471] [mlr3] Finished benchmark
## INFO [11:15:32.484] [bbotk] Result of batch 181:
## INFO [11:15:32.485] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:32.485] [bbotk] 4 427 FALSE gini 0.4726886 0.6 0
## INFO [11:15:32.485] [bbotk] errors runtime_learners uhash
## INFO [11:15:32.485] [bbotk] 0 0.156 b7dc4d8d-d630-437f-8c32-73dce6eab762
## WARN [11:15:32.488] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:32.488] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:32.489] [bbotk] Proposing a randomly sampled point
## INFO [11:15:32.497] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:32.506] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:32.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:32.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:32.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:32.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:32.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:33.056] [mlr3] Finished benchmark
## INFO [11:15:33.070] [bbotk] Result of batch 182:
## INFO [11:15:33.071] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:33.071] [bbotk] 4 103 TRUE gini 0.9002452 0.7292536 0
## INFO [11:15:33.071] [bbotk] errors runtime_learners uhash
## INFO [11:15:33.071] [bbotk] 0 0.522 01956207-d172-414a-aec8-503c3dfbd327
## WARN [11:15:33.074] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:33.074] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:33.075] [bbotk] Proposing a randomly sampled point
## INFO [11:15:33.084] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:33.094] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:33.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:33.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:33.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:33.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:33.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:34.092] [mlr3] Finished benchmark
## INFO [11:15:34.112] [bbotk] Result of batch 183:
## INFO [11:15:34.113] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:34.113] [bbotk] 4 1 TRUE gini 0.855744 0.8191197 0
## INFO [11:15:34.113] [bbotk] errors runtime_learners uhash
## INFO [11:15:34.113] [bbotk] 0 0.967 059c1f53-3592-48c3-9d10-57fcd3f86f83
## WARN [11:15:34.116] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:34.117] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:34.117] [bbotk] Proposing a randomly sampled point
## INFO [11:15:34.125] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:34.134] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:34.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:34.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:34.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:34.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:34.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:34.579] [mlr3] Finished benchmark
## INFO [11:15:34.592] [bbotk] Result of batch 184:
## INFO [11:15:34.593] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:34.593] [bbotk] 5 14 FALSE extratrees 0.1869674 0.7050281 0
## INFO [11:15:34.593] [bbotk] errors runtime_learners uhash
## INFO [11:15:34.593] [bbotk] 0 0.417 6610a7bf-cc4a-4ff3-8518-3831d1084497
## WARN [11:15:34.596] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:34.596] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:34.597] [bbotk] Proposing a randomly sampled point
## INFO [11:15:34.605] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:34.614] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:34.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:34.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:34.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:34.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:34.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:34.798] [mlr3] Finished benchmark
## INFO [11:15:34.811] [bbotk] Result of batch 185:
## INFO [11:15:34.812] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:34.812] [bbotk] 2 190 FALSE gini 0.1594917 0.4 0
## INFO [11:15:34.812] [bbotk] errors runtime_learners uhash
## INFO [11:15:34.812] [bbotk] 0 0.158 79ed5916-1a0d-4b67-961e-a9db4c041caa
## WARN [11:15:34.815] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:34.815] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:34.816] [bbotk] Proposing a randomly sampled point
## INFO [11:15:34.824] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:34.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:34.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:34.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:34.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:35.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:35.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:35.207] [mlr3] Finished benchmark
## INFO [11:15:35.220] [bbotk] Result of batch 186:
## INFO [11:15:35.221] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:35.221] [bbotk] 2 111 TRUE gini 0.5548156 0.7051253 0
## INFO [11:15:35.221] [bbotk] errors runtime_learners uhash
## INFO [11:15:35.221] [bbotk] 0 0.333 835160bc-6269-4dae-ab0a-3e82753f4455
## WARN [11:15:35.224] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:35.225] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:35.225] [bbotk] Proposing a randomly sampled point
## INFO [11:15:35.233] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:35.242] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:35.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:35.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:35.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:35.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:35.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:35.412] [mlr3] Finished benchmark
## INFO [11:15:35.426] [bbotk] Result of batch 187:
## INFO [11:15:35.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:35.427] [bbotk] 3 437 FALSE gini 0.3467154 0.6 0
## INFO [11:15:35.427] [bbotk] errors runtime_learners uhash
## INFO [11:15:35.427] [bbotk] 0 0.146 54d5b7cb-843b-49bb-8bf6-c2039adb0ab2
## WARN [11:15:35.430] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:35.430] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:35.430] [bbotk] Proposing a randomly sampled point
## INFO [11:15:35.439] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:35.448] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:35.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:35.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:35.514] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:35.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:35.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:35.607] [mlr3] Finished benchmark
## INFO [11:15:35.635] [bbotk] Result of batch 188:
## INFO [11:15:35.636] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:35.636] [bbotk] 4 201 TRUE extratrees 0.102706 0.8 0
## INFO [11:15:35.636] [bbotk] errors runtime_learners uhash
## INFO [11:15:35.636] [bbotk] 0 0.133 9b838d45-7bd7-46ff-b04c-9611dc1467cf
## WARN [11:15:35.642] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:35.642] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:35.642] [bbotk] Proposing a randomly sampled point
## INFO [11:15:35.652] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:35.661] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:35.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:35.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:35.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:35.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:35.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:35.907] [mlr3] Finished benchmark
## INFO [11:15:35.920] [bbotk] Result of batch 189:
## INFO [11:15:35.921] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:35.921] [bbotk] 5 276 TRUE extratrees 0.442074 0.7213394 0
## INFO [11:15:35.921] [bbotk] errors runtime_learners uhash
## INFO [11:15:35.921] [bbotk] 0 0.22 aabb0053-7df8-41c2-b6f9-4c9502cb3db2
## WARN [11:15:35.924] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:35.924] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:35.924] [bbotk] Proposing a randomly sampled point
## INFO [11:15:35.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:35.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:35.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:36.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:36.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:36.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:36.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:36.227] [mlr3] Finished benchmark
## INFO [11:15:36.241] [bbotk] Result of batch 190:
## INFO [11:15:36.242] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:36.242] [bbotk] 4 140 TRUE gini 0.3299802 0.6971735 0
## INFO [11:15:36.242] [bbotk] errors runtime_learners uhash
## INFO [11:15:36.242] [bbotk] 0 0.259 ae820991-08bf-4be5-a4cf-c228f4f7174f
## WARN [11:15:36.245] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:36.245] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:36.245] [bbotk] Proposing a randomly sampled point
## INFO [11:15:36.254] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:36.263] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:36.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:36.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:36.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:36.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:36.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:36.612] [mlr3] Finished benchmark
## INFO [11:15:36.626] [bbotk] Result of batch 191:
## INFO [11:15:36.627] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:36.627] [bbotk] 2 281 TRUE gini 0.9147431 0.701182 0
## INFO [11:15:36.627] [bbotk] errors runtime_learners uhash
## INFO [11:15:36.627] [bbotk] 0 0.319 13ddf682-fb3e-40ef-a83e-ab426141ae09
## WARN [11:15:36.630] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:36.630] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:36.630] [bbotk] Proposing a randomly sampled point
## INFO [11:15:36.639] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:36.648] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:36.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:36.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:36.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:36.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:36.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:37.078] [mlr3] Finished benchmark
## INFO [11:15:37.092] [bbotk] Result of batch 192:
## INFO [11:15:37.092] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:37.092] [bbotk] 3 133 FALSE gini 0.8046063 0.7156425 0
## INFO [11:15:37.092] [bbotk] errors runtime_learners uhash
## INFO [11:15:37.092] [bbotk] 0 0.405 d56215ad-531e-47ad-b9e6-6155b13f6a1e
## WARN [11:15:37.095] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:37.096] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:37.096] [bbotk] Proposing a randomly sampled point
## INFO [11:15:37.104] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:37.113] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:37.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:37.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:37.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:37.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:37.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:37.327] [mlr3] Finished benchmark
## INFO [11:15:37.352] [bbotk] Result of batch 193:
## INFO [11:15:37.353] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:37.353] [bbotk] 2 231 FALSE extratrees 0.2912816 0.7168019 0
## INFO [11:15:37.353] [bbotk] errors runtime_learners uhash
## INFO [11:15:37.353] [bbotk] 0 0.188 04b02871-1615-4ef0-86f1-fe1ea29bba4c
## WARN [11:15:37.359] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:37.359] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:37.360] [bbotk] Proposing a randomly sampled point
## INFO [11:15:37.372] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:37.382] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:37.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:37.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:37.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:37.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:37.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:37.642] [mlr3] Finished benchmark
## INFO [11:15:37.656] [bbotk] Result of batch 194:
## INFO [11:15:37.656] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:37.656] [bbotk] 4 345 FALSE gini 0.6305716 0.693282 0
## INFO [11:15:37.656] [bbotk] errors runtime_learners uhash
## INFO [11:15:37.656] [bbotk] 0 0.236 bcd5993d-6a28-403e-baa1-c38601eba300
## WARN [11:15:37.660] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:37.660] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:37.660] [bbotk] Proposing a randomly sampled point
## INFO [11:15:37.669] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:37.678] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:37.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:37.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:37.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:37.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:38.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:38.094] [mlr3] Finished benchmark
## INFO [11:15:38.107] [bbotk] Result of batch 195:
## INFO [11:15:38.108] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:38.108] [bbotk] 4 133 FALSE gini 0.5412488 0.712458 0
## INFO [11:15:38.108] [bbotk] errors runtime_learners uhash
## INFO [11:15:38.108] [bbotk] 0 0.39 3248b6a6-4731-4536-ac92-873954cfdd86
## WARN [11:15:38.111] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:38.112] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:38.112] [bbotk] Proposing a randomly sampled point
## INFO [11:15:38.121] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:38.130] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:38.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:38.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:38.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:38.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:38.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:38.307] [mlr3] Finished benchmark
## INFO [11:15:38.320] [bbotk] Result of batch 196:
## INFO [11:15:38.321] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:38.321] [bbotk] 5 475 TRUE extratrees 0.1888852 0.4 0
## INFO [11:15:38.321] [bbotk] errors runtime_learners uhash
## INFO [11:15:38.321] [bbotk] 0 0.136 31e3da99-b033-4ea3-847e-0c9541112562
## WARN [11:15:38.324] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:38.324] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:38.325] [bbotk] Proposing a randomly sampled point
## INFO [11:15:38.333] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:38.342] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:38.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:38.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:38.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:38.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:38.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:38.932] [mlr3] Finished benchmark
## INFO [11:15:38.945] [bbotk] Result of batch 197:
## INFO [11:15:38.946] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:38.946] [bbotk] 3 41 FALSE gini 0.768693 0.7642295 0
## INFO [11:15:38.946] [bbotk] errors runtime_learners uhash
## INFO [11:15:38.946] [bbotk] 0 0.561 698b0256-e8d8-40e4-9546-68fdc2ea6e20
## WARN [11:15:38.949] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:38.949] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:38.950] [bbotk] Proposing a randomly sampled point
## INFO [11:15:38.958] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:38.967] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:38.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:39.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:39.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:39.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:39.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:39.331] [mlr3] Finished benchmark
## INFO [11:15:39.360] [bbotk] Result of batch 198:
## INFO [11:15:39.361] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:39.361] [bbotk] 5 238 FALSE gini 0.6906952 0.7297733 0
## INFO [11:15:39.361] [bbotk] errors runtime_learners uhash
## INFO [11:15:39.361] [bbotk] 0 0.338 2414a233-cdfa-4d26-9273-5aa641e67076
## WARN [11:15:39.366] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:39.367] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:39.367] [bbotk] Proposing a randomly sampled point
## INFO [11:15:39.377] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:39.387] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:39.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:39.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:39.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:39.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:39.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:39.776] [mlr3] Finished benchmark
## INFO [11:15:39.790] [bbotk] Result of batch 199:
## INFO [11:15:39.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:39.791] [bbotk] 4 279 TRUE gini 0.9174411 0.70506 0
## INFO [11:15:39.791] [bbotk] errors runtime_learners uhash
## INFO [11:15:39.791] [bbotk] 0 0.363 99f664b6-217f-4570-9182-585e748f59ec
## WARN [11:15:39.794] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:39.794] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:39.794] [bbotk] Proposing a randomly sampled point
## INFO [11:15:39.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:39.812] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:39.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:39.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:39.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:39.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:39.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:40.014] [mlr3] Finished benchmark
## INFO [11:15:40.028] [bbotk] Result of batch 200:
## INFO [11:15:40.029] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:40.029] [bbotk] 5 89 TRUE gini 0.1396526 0.6593143 0
## INFO [11:15:40.029] [bbotk] errors runtime_learners uhash
## INFO [11:15:40.029] [bbotk] 0 0.178 9cacb522-c5ea-4292-a1e7-15f96e199038
## WARN [11:15:40.032] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:40.032] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:40.032] [bbotk] Proposing a randomly sampled point
## INFO [11:15:40.041] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:40.050] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:40.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:40.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:40.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:40.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:40.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:40.583] [mlr3] Finished benchmark
## INFO [11:15:40.596] [bbotk] Result of batch 201:
## INFO [11:15:40.597] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:40.597] [bbotk] 3 94 TRUE gini 0.9125111 0.7312738 0
## INFO [11:15:40.597] [bbotk] errors runtime_learners uhash
## INFO [11:15:40.597] [bbotk] 0 0.502 0c6cb1a3-7cd9-408c-ba70-c406387d50c4
## WARN [11:15:40.600] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:40.600] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:40.600] [bbotk] Proposing a randomly sampled point
## INFO [11:15:40.609] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:40.618] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:40.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:40.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:40.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:40.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:40.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:40.983] [mlr3] Finished benchmark
## INFO [11:15:40.997] [bbotk] Result of batch 202:
## INFO [11:15:40.998] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:40.998] [bbotk] 2 151 FALSE gini 0.771493 0.7050713 0
## INFO [11:15:40.998] [bbotk] errors runtime_learners uhash
## INFO [11:15:40.998] [bbotk] 0 0.337 fec3f4f2-13d1-46f8-a0a7-8fd053704127
## WARN [11:15:41.001] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:41.001] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:41.001] [bbotk] Proposing a randomly sampled point
## INFO [11:15:41.010] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:41.019] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:41.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:41.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:41.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:41.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:41.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:41.397] [mlr3] Finished benchmark
## INFO [11:15:41.416] [bbotk] Result of batch 203:
## INFO [11:15:41.417] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:41.417] [bbotk] 1 71 TRUE extratrees 0.4404357 0.6903832 0
## INFO [11:15:41.417] [bbotk] errors runtime_learners uhash
## INFO [11:15:41.417] [bbotk] 0 0.35 8a803ad5-0370-4d54-98cd-ebef13501d99
## WARN [11:15:41.420] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:41.421] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:41.421] [bbotk] Proposing a randomly sampled point
## INFO [11:15:41.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:41.439] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:41.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:41.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:41.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:41.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:41.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:41.664] [mlr3] Finished benchmark
## INFO [11:15:41.678] [bbotk] Result of batch 204:
## INFO [11:15:41.678] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:41.678] [bbotk] 1 160 FALSE extratrees 0.21575 0.7300889 0
## INFO [11:15:41.678] [bbotk] errors runtime_learners uhash
## INFO [11:15:41.678] [bbotk] 0 0.202 0caa0a88-a90f-4dd8-80b0-cf7b35cca331
## WARN [11:15:41.682] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:41.682] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:41.682] [bbotk] Proposing a randomly sampled point
## INFO [11:15:41.691] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:41.699] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:41.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:41.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:41.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:41.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:41.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:41.939] [mlr3] Finished benchmark
## INFO [11:15:41.953] [bbotk] Result of batch 205:
## INFO [11:15:41.954] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:41.954] [bbotk] 5 308 FALSE gini 0.4850887 0.6593143 0
## INFO [11:15:41.954] [bbotk] errors runtime_learners uhash
## INFO [11:15:41.954] [bbotk] 0 0.214 e7738e0c-dd76-4183-b059-53dca67fc26e
## WARN [11:15:41.957] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:41.957] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:41.957] [bbotk] Proposing a randomly sampled point
## INFO [11:15:41.966] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:41.989] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:41.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:42.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:42.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:42.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:42.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:42.322] [mlr3] Finished benchmark
## INFO [11:15:42.336] [bbotk] Result of batch 206:
## INFO [11:15:42.336] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:42.336] [bbotk] 4 290 TRUE extratrees 0.6946816 0.7153517 0
## INFO [11:15:42.336] [bbotk] errors runtime_learners uhash
## INFO [11:15:42.336] [bbotk] 0 0.305 7db8a499-1d38-49be-ae3c-e1342b4fe58a
## WARN [11:15:42.339] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:42.340] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:42.340] [bbotk] Proposing a randomly sampled point
## INFO [11:15:42.348] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:42.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:42.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:42.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:42.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:42.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:42.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:43.022] [mlr3] Finished benchmark
## INFO [11:15:43.036] [bbotk] Result of batch 207:
## INFO [11:15:43.036] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:43.036] [bbotk] 3 11 FALSE extratrees 0.5046859 0.7605883 0
## INFO [11:15:43.036] [bbotk] errors runtime_learners uhash
## INFO [11:15:43.036] [bbotk] 0 0.637 af3b55bd-2e84-418d-960c-4523c9010fd2
## WARN [11:15:43.039] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:43.040] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:43.040] [bbotk] Proposing a randomly sampled point
## INFO [11:15:43.048] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:43.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:43.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:43.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:43.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:43.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:43.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:43.297] [mlr3] Finished benchmark
## INFO [11:15:43.311] [bbotk] Result of batch 208:
## INFO [11:15:43.311] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:43.311] [bbotk] 2 144 FALSE gini 0.2078983 0.6515058 0
## INFO [11:15:43.311] [bbotk] errors runtime_learners uhash
## INFO [11:15:43.311] [bbotk] 0 0.2 eceeee91-6467-4d7f-8048-56de318b1fa4
## WARN [11:15:43.314] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:43.315] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:43.315] [bbotk] Proposing a randomly sampled point
## INFO [11:15:43.324] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:43.332] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:43.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:43.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:43.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:43.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:43.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:43.689] [mlr3] Finished benchmark
## INFO [11:15:43.703] [bbotk] Result of batch 209:
## INFO [11:15:43.704] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:43.704] [bbotk] 4 122 TRUE extratrees 0.4612201 0.6920361 0
## INFO [11:15:43.704] [bbotk] errors runtime_learners uhash
## INFO [11:15:43.704] [bbotk] 0 0.331 e1187140-f0ee-4b25-84c3-c07fee5b1d1d
## WARN [11:15:43.707] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:43.707] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:43.707] [bbotk] Proposing a randomly sampled point
## INFO [11:15:43.716] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:43.725] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:43.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:43.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:43.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:44.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:44.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:44.398] [mlr3] Finished benchmark
## INFO [11:15:44.419] [bbotk] Result of batch 210:
## INFO [11:15:44.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:44.420] [bbotk] 5 32 FALSE gini 0.5536702 0.7591085 0
## INFO [11:15:44.420] [bbotk] errors runtime_learners uhash
## INFO [11:15:44.420] [bbotk] 0 0.646 a9e36baf-570d-421e-ab9d-4c33387dbe00
## WARN [11:15:44.423] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:44.423] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:44.424] [bbotk] Proposing a randomly sampled point
## INFO [11:15:44.432] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:44.441] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:44.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:44.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:44.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:44.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:44.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:44.875] [mlr3] Finished benchmark
## INFO [11:15:44.889] [bbotk] Result of batch 211:
## INFO [11:15:44.890] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:44.890] [bbotk] 3 64 TRUE extratrees 0.5019923 0.6805006 0
## INFO [11:15:44.890] [bbotk] errors runtime_learners uhash
## INFO [11:15:44.890] [bbotk] 0 0.408 b7a9286c-6620-4fa9-b9a9-4d4069ef63bb
## WARN [11:15:44.893] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:44.893] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:44.893] [bbotk] Proposing a randomly sampled point
## INFO [11:15:44.902] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:44.911] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:44.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:44.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:44.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:45.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:45.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:45.075] [mlr3] Finished benchmark
## INFO [11:15:45.089] [bbotk] Result of batch 212:
## INFO [11:15:45.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:45.090] [bbotk] 3 447 FALSE extratrees 0.4482407 0.6 0
## INFO [11:15:45.090] [bbotk] errors runtime_learners uhash
## INFO [11:15:45.090] [bbotk] 0 0.14 0ca60391-2ac8-43f0-a7b4-b46d85269812
## WARN [11:15:45.093] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:45.093] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:45.094] [bbotk] Proposing a randomly sampled point
## INFO [11:15:45.113] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:45.129] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:45.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:45.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:45.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:45.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:45.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:45.286] [mlr3] Finished benchmark
## INFO [11:15:45.299] [bbotk] Result of batch 213:
## INFO [11:15:45.300] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:45.300] [bbotk] 1 374 TRUE gini 0.1646973 0.6 0
## INFO [11:15:45.300] [bbotk] errors runtime_learners uhash
## INFO [11:15:45.300] [bbotk] 0 0.13 01a95029-92ac-4269-a8cd-49a32ce68038
## WARN [11:15:45.303] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:45.303] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:45.303] [bbotk] Proposing a randomly sampled point
## INFO [11:15:45.312] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:45.321] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:45.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:45.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:45.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:45.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:45.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:46.033] [mlr3] Finished benchmark
## INFO [11:15:46.046] [bbotk] Result of batch 214:
## INFO [11:15:46.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:46.047] [bbotk] 5 84 FALSE extratrees 0.9655127 0.6976841 0
## INFO [11:15:46.047] [bbotk] errors runtime_learners uhash
## INFO [11:15:46.047] [bbotk] 0 0.685 accb92fa-fe34-4585-8f48-965ec9399828
## WARN [11:15:46.050] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:46.051] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:46.051] [bbotk] Proposing a randomly sampled point
## INFO [11:15:46.060] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:46.069] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:46.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:46.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:46.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:46.259] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:46.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:46.374] [mlr3] Finished benchmark
## INFO [11:15:46.387] [bbotk] Result of batch 215:
## INFO [11:15:46.388] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:46.388] [bbotk] 5 296 FALSE gini 0.5708756 0.7097762 0
## INFO [11:15:46.388] [bbotk] errors runtime_learners uhash
## INFO [11:15:46.388] [bbotk] 0 0.273 4bec7d69-3a53-4440-a709-b4a1b5486def
## WARN [11:15:46.391] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:46.392] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:46.392] [bbotk] Proposing a randomly sampled point
## INFO [11:15:46.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:46.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:46.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:46.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:46.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:46.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:46.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:46.597] [mlr3] Finished benchmark
## INFO [11:15:46.611] [bbotk] Result of batch 216:
## INFO [11:15:46.612] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:46.612] [bbotk] 2 131 FALSE extratrees 0.1028677 0.6 0
## INFO [11:15:46.612] [bbotk] errors runtime_learners uhash
## INFO [11:15:46.612] [bbotk] 0 0.162 6abb3678-c5d5-4910-bac4-e0b57a8077ed
## WARN [11:15:46.615] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:46.615] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:46.615] [bbotk] Proposing a randomly sampled point
## INFO [11:15:46.624] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:46.633] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:46.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:46.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:46.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:46.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:46.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:46.845] [mlr3] Finished benchmark
## INFO [11:15:46.874] [bbotk] Result of batch 217:
## INFO [11:15:46.875] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:46.875] [bbotk] 4 415 TRUE extratrees 0.5287719 0.7080616 0
## INFO [11:15:46.875] [bbotk] errors runtime_learners uhash
## INFO [11:15:46.875] [bbotk] 0 0.187 b7f1d952-932d-403e-b220-21c9e77005c8
## WARN [11:15:46.880] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:46.880] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:46.881] [bbotk] Proposing a randomly sampled point
## INFO [11:15:46.890] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:46.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:46.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:46.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:46.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:47.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:47.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:47.076] [mlr3] Finished benchmark
## INFO [11:15:47.090] [bbotk] Result of batch 218:
## INFO [11:15:47.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:47.090] [bbotk] 4 388 FALSE gini 0.2324674 0.4 0
## INFO [11:15:47.090] [bbotk] errors runtime_learners uhash
## INFO [11:15:47.090] [bbotk] 0 0.152 51e87716-b707-4a78-978b-45bfcf395a6a
## WARN [11:15:47.093] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:47.094] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:47.094] [bbotk] Proposing a randomly sampled point
## INFO [11:15:47.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:47.112] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:47.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:47.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:47.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:47.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:47.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:47.409] [mlr3] Finished benchmark
## INFO [11:15:47.423] [bbotk] Result of batch 219:
## INFO [11:15:47.423] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:47.423] [bbotk] 4 82 FALSE gini 0.2003959 0.7005963 0
## INFO [11:15:47.423] [bbotk] errors runtime_learners uhash
## INFO [11:15:47.423] [bbotk] 0 0.27 47bf36bb-a6bf-473e-99b7-d824490689ee
## WARN [11:15:47.427] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:47.427] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:47.427] [bbotk] Proposing a randomly sampled point
## INFO [11:15:47.436] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:47.459] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:47.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:47.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:47.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:47.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:47.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:47.912] [mlr3] Finished benchmark
## INFO [11:15:47.925] [bbotk] Result of batch 220:
## INFO [11:15:47.926] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:47.926] [bbotk] 3 115 TRUE gini 0.7776102 0.7162318 0
## INFO [11:15:47.926] [bbotk] errors runtime_learners uhash
## INFO [11:15:47.926] [bbotk] 0 0.427 5fd50b74-1ec7-4e9e-9882-c1fd3908ef4b
## WARN [11:15:47.929] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:47.930] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:47.930] [bbotk] Proposing a randomly sampled point
## INFO [11:15:47.939] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:47.948] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:47.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:47.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:48.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:48.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:48.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:48.121] [mlr3] Finished benchmark
## INFO [11:15:48.134] [bbotk] Result of batch 221:
## INFO [11:15:48.135] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:48.135] [bbotk] 1 409 FALSE gini 0.2982049 0.4 0
## INFO [11:15:48.135] [bbotk] errors runtime_learners uhash
## INFO [11:15:48.135] [bbotk] 0 0.147 050d0739-0092-4104-a64e-6f3c36154042
## WARN [11:15:48.138] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:48.138] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:48.139] [bbotk] Proposing a randomly sampled point
## INFO [11:15:48.147] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:48.156] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:48.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:48.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:48.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:48.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:48.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:48.591] [mlr3] Finished benchmark
## INFO [11:15:48.605] [bbotk] Result of batch 222:
## INFO [11:15:48.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:48.606] [bbotk] 5 69 TRUE gini 0.3725622 0.7199325 0
## INFO [11:15:48.606] [bbotk] errors runtime_learners uhash
## INFO [11:15:48.606] [bbotk] 0 0.395 6632b1cf-1110-46f0-9d99-d39bf2365ba9
## WARN [11:15:48.609] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:48.609] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:48.609] [bbotk] Proposing a randomly sampled point
## INFO [11:15:48.618] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:48.627] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:48.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:48.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:48.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:48.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:48.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:48.906] [mlr3] Finished benchmark
## INFO [11:15:48.920] [bbotk] Result of batch 223:
## INFO [11:15:48.921] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:48.921] [bbotk] 2 264 FALSE gini 0.6308205 0.6972387 0
## INFO [11:15:48.921] [bbotk] errors runtime_learners uhash
## INFO [11:15:48.921] [bbotk] 0 0.255 288582e5-8fca-4bae-aca4-c8b306397523
## WARN [11:15:48.924] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:48.924] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:48.925] [bbotk] Proposing a randomly sampled point
## INFO [11:15:48.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:48.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:48.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:48.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:49.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:49.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:49.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:49.178] [mlr3] Finished benchmark
## INFO [11:15:49.254] [bbotk] Result of batch 224:
## INFO [11:15:49.255] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:49.255] [bbotk] 5 420 FALSE gini 0.5108341 0.6593143 0
## INFO [11:15:49.255] [bbotk] errors runtime_learners uhash
## INFO [11:15:49.255] [bbotk] 0 0.209 f7838bb7-838f-4abf-8f11-14838b57503f
## WARN [11:15:49.260] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:49.261] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:49.261] [bbotk] Proposing a randomly sampled point
## INFO [11:15:49.273] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:49.283] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:49.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:49.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:49.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:49.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:49.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:49.669] [mlr3] Finished benchmark
## INFO [11:15:49.683] [bbotk] Result of batch 225:
## INFO [11:15:49.684] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:49.684] [bbotk] 2 65 FALSE extratrees 0.4319075 0.6805006 0
## INFO [11:15:49.684] [bbotk] errors runtime_learners uhash
## INFO [11:15:49.684] [bbotk] 0 0.363 67c615ba-5a2f-4b14-abe6-e2b77a330037
## WARN [11:15:49.687] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:49.687] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:49.687] [bbotk] Proposing a randomly sampled point
## INFO [11:15:49.696] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:49.705] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:49.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:49.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:49.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:49.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:49.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:49.961] [mlr3] Finished benchmark
## INFO [11:15:49.976] [bbotk] Result of batch 226:
## INFO [11:15:49.976] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:49.976] [bbotk] 4 311 TRUE extratrees 0.5239344 0.7288047 0
## INFO [11:15:49.976] [bbotk] errors runtime_learners uhash
## INFO [11:15:49.976] [bbotk] 0 0.231 4bb192da-5837-4134-88c5-216b7e6c63d2
## WARN [11:15:49.980] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:49.980] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:49.980] [bbotk] Proposing a randomly sampled point
## INFO [11:15:49.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:49.998] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:50.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:50.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:50.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:50.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:50.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:50.223] [mlr3] Finished benchmark
## INFO [11:15:50.237] [bbotk] Result of batch 227:
## INFO [11:15:50.238] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:50.238] [bbotk] 3 284 TRUE gini 0.4037813 0.6534047 0
## INFO [11:15:50.238] [bbotk] errors runtime_learners uhash
## INFO [11:15:50.238] [bbotk] 0 0.182 d78baeb2-be95-4570-959f-cec8bb81d86a
## WARN [11:15:50.241] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:50.241] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:50.242] [bbotk] Proposing a randomly sampled point
## INFO [11:15:50.250] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:50.259] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:50.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:50.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:50.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:50.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:50.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:50.664] [mlr3] Finished benchmark
## INFO [11:15:50.677] [bbotk] Result of batch 228:
## INFO [11:15:50.678] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:50.678] [bbotk] 3 179 TRUE extratrees 0.7452696 0.692185 0
## INFO [11:15:50.678] [bbotk] errors runtime_learners uhash
## INFO [11:15:50.678] [bbotk] 0 0.379 79e10065-97e7-4f11-8eea-73df8106a241
## WARN [11:15:50.681] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:50.681] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:50.682] [bbotk] Proposing a randomly sampled point
## INFO [11:15:50.690] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:50.699] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:50.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:50.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:50.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:50.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:50.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:51.061] [mlr3] Finished benchmark
## INFO [11:15:51.075] [bbotk] Result of batch 229:
## INFO [11:15:51.076] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:51.076] [bbotk] 4 51 FALSE gini 0.2195496 0.7107214 0
## INFO [11:15:51.076] [bbotk] errors runtime_learners uhash
## INFO [11:15:51.076] [bbotk] 0 0.334 48a4d160-5e4b-4f22-acfb-d0396a81e1b8
## WARN [11:15:51.079] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:51.079] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:51.079] [bbotk] Proposing a randomly sampled point
## INFO [11:15:51.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:51.120] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:51.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:51.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:51.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:51.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:51.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:51.368] [mlr3] Finished benchmark
## INFO [11:15:51.381] [bbotk] Result of batch 230:
## INFO [11:15:51.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:51.382] [bbotk] 2 177 TRUE gini 0.3695123 0.6880928 0
## INFO [11:15:51.382] [bbotk] errors runtime_learners uhash
## INFO [11:15:51.382] [bbotk] 0 0.22 dad7b93d-94cb-4e2b-8b6e-f03bf40fc41d
## WARN [11:15:51.385] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:51.385] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:51.386] [bbotk] Proposing a randomly sampled point
## INFO [11:15:51.394] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:51.403] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:51.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:51.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:51.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:51.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:51.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:51.755] [mlr3] Finished benchmark
## INFO [11:15:51.769] [bbotk] Result of batch 231:
## INFO [11:15:51.770] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:51.770] [bbotk] 2 249 TRUE extratrees 0.8023593 0.7123183 0
## INFO [11:15:51.770] [bbotk] errors runtime_learners uhash
## INFO [11:15:51.770] [bbotk] 0 0.326 3a2d9875-c2d0-4374-936c-af8f75074299
## WARN [11:15:51.773] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:51.773] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:51.774] [bbotk] Proposing a randomly sampled point
## INFO [11:15:51.782] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:51.791] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:51.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:51.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:52.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:52.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:52.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:52.359] [mlr3] Finished benchmark
## INFO [11:15:52.374] [bbotk] Result of batch 232:
## INFO [11:15:52.375] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:52.375] [bbotk] 2 10 FALSE extratrees 0.3473217 0.719968 0
## INFO [11:15:52.375] [bbotk] errors runtime_learners uhash
## INFO [11:15:52.375] [bbotk] 0 0.523 fa80c18a-c96c-4c54-a179-d62f13749bfb
## WARN [11:15:52.378] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:52.378] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:52.379] [bbotk] Proposing a randomly sampled point
## INFO [11:15:52.387] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:52.396] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:52.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:52.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:52.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:52.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:52.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:52.819] [mlr3] Finished benchmark
## INFO [11:15:52.833] [bbotk] Result of batch 233:
## INFO [11:15:52.834] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:52.834] [bbotk] 4 154 FALSE extratrees 0.7034414 0.6902343 0
## INFO [11:15:52.834] [bbotk] errors runtime_learners uhash
## INFO [11:15:52.834] [bbotk] 0 0.396 b5c6eac7-da0f-45bf-8d37-3590cd405c30
## WARN [11:15:52.838] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:52.838] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:52.838] [bbotk] Proposing a randomly sampled point
## INFO [11:15:52.848] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:52.857] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:52.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:52.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:53.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:53.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:53.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:53.503] [mlr3] Finished benchmark
## INFO [11:15:53.517] [bbotk] Result of batch 234:
## INFO [11:15:53.518] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:53.518] [bbotk] 5 13 FALSE extratrees 0.39722 0.7443444 0
## INFO [11:15:53.518] [bbotk] errors runtime_learners uhash
## INFO [11:15:53.518] [bbotk] 0 0.621 ebf0b62c-eae9-484b-b20f-ccee1eb20e6f
## WARN [11:15:53.521] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:53.521] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:53.522] [bbotk] Proposing a randomly sampled point
## INFO [11:15:53.549] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:53.565] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:53.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:53.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:53.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:53.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:53.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:53.774] [mlr3] Finished benchmark
## INFO [11:15:53.787] [bbotk] Result of batch 235:
## INFO [11:15:53.788] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:53.788] [bbotk] 5 136 TRUE gini 0.2179744 0.6593143 0
## INFO [11:15:53.788] [bbotk] errors runtime_learners uhash
## INFO [11:15:53.788] [bbotk] 0 0.183 a11c0f82-8d9a-42db-817f-3050e3e1766e
## WARN [11:15:53.791] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:53.792] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:53.792] [bbotk] Proposing a randomly sampled point
## INFO [11:15:53.800] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:53.809] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:53.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:53.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:53.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:54.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:54.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:54.125] [mlr3] Finished benchmark
## INFO [11:15:54.139] [bbotk] Result of batch 236:
## INFO [11:15:54.139] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:54.139] [bbotk] 2 343 TRUE gini 0.9688432 0.6972926 0
## INFO [11:15:54.139] [bbotk] errors runtime_learners uhash
## INFO [11:15:54.139] [bbotk] 0 0.29 4ecdb49f-bab0-490a-8249-f1df0e756852
## WARN [11:15:54.142] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:54.143] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:54.143] [bbotk] Proposing a randomly sampled point
## INFO [11:15:54.152] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:54.161] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:54.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:54.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:54.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:54.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:54.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:54.408] [mlr3] Finished benchmark
## INFO [11:15:54.427] [bbotk] Result of batch 237:
## INFO [11:15:54.428] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:54.428] [bbotk] 3 362 FALSE gini 0.6196811 0.6610431 0
## INFO [11:15:54.428] [bbotk] errors runtime_learners uhash
## INFO [11:15:54.428] [bbotk] 0 0.21 1860586a-8cb1-44a5-9f46-1058c3cbbfa8
## WARN [11:15:54.431] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:54.431] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:54.431] [bbotk] Proposing a randomly sampled point
## INFO [11:15:54.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:54.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:54.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:54.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:54.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:54.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:54.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:54.861] [mlr3] Finished benchmark
## INFO [11:15:54.875] [bbotk] Result of batch 238:
## INFO [11:15:54.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:54.876] [bbotk] 3 204 FALSE extratrees 0.9122137 0.6918177 0
## INFO [11:15:54.876] [bbotk] errors runtime_learners uhash
## INFO [11:15:54.876] [bbotk] 0 0.387 64dd5557-bf00-41bc-ada6-a04071c92568
## WARN [11:15:54.879] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:54.879] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:54.879] [bbotk] Proposing a randomly sampled point
## INFO [11:15:54.888] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:54.897] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:54.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:54.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:55.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:55.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:55.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:55.307] [mlr3] Finished benchmark
## INFO [11:15:55.321] [bbotk] Result of batch 239:
## INFO [11:15:55.322] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:55.322] [bbotk] 5 219 FALSE gini 0.7923988 0.726035 0
## INFO [11:15:55.322] [bbotk] errors runtime_learners uhash
## INFO [11:15:55.322] [bbotk] 0 0.383 220bd869-ebde-4f48-9092-026a1506ad95
## WARN [11:15:55.325] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:55.326] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:55.326] [bbotk] Proposing a randomly sampled point
## INFO [11:15:55.334] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:55.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:55.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:55.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:55.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:55.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:55.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:55.648] [mlr3] Finished benchmark
## INFO [11:15:55.661] [bbotk] Result of batch 240:
## INFO [11:15:55.662] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:55.662] [bbotk] 4 479 TRUE gini 0.9046495 0.6951533 0
## INFO [11:15:55.662] [bbotk] errors runtime_learners uhash
## INFO [11:15:55.662] [bbotk] 0 0.259 e8ba52f5-f0f7-4f7e-9d5a-db86f6650011
## WARN [11:15:55.665] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:55.665] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:55.666] [bbotk] Proposing a randomly sampled point
## INFO [11:15:55.674] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:55.683] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:55.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:55.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:55.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:55.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:55.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:55.839] [mlr3] Finished benchmark
## INFO [11:15:55.852] [bbotk] Result of batch 241:
## INFO [11:15:55.853] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:55.853] [bbotk] 4 304 TRUE gini 0.2335805 0.6 0
## INFO [11:15:55.853] [bbotk] errors runtime_learners uhash
## INFO [11:15:55.853] [bbotk] 0 0.131 eb26c676-a21c-473b-838f-00c96ee48989
## WARN [11:15:55.856] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:55.857] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:55.857] [bbotk] Proposing a randomly sampled point
## INFO [11:15:55.866] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:55.875] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:55.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:55.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:55.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:56.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:56.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:56.165] [mlr3] Finished benchmark
## INFO [11:15:56.196] [bbotk] Result of batch 242:
## INFO [11:15:56.197] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:56.197] [bbotk] 1 302 TRUE gini 0.9433977 0.6957723 0
## INFO [11:15:56.197] [bbotk] errors runtime_learners uhash
## INFO [11:15:56.197] [bbotk] 0 0.264 3c6f23a1-2aea-407e-8565-ac09ace81e7f
## WARN [11:15:56.202] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:56.203] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:56.203] [bbotk] Proposing a randomly sampled point
## INFO [11:15:56.215] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:56.224] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:56.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:56.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:56.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:56.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:56.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:56.483] [mlr3] Finished benchmark
## INFO [11:15:56.497] [bbotk] Result of batch 243:
## INFO [11:15:56.497] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:56.497] [bbotk] 5 120 FALSE extratrees 0.212782 0.7252826 0
## INFO [11:15:56.497] [bbotk] errors runtime_learners uhash
## INFO [11:15:56.497] [bbotk] 0 0.232 1c1ecd54-7a4d-4fc1-8e5f-8446167e98b9
## WARN [11:15:56.500] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:56.501] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:56.501] [bbotk] Proposing a randomly sampled point
## INFO [11:15:56.510] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:56.519] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:56.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:56.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:56.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:57.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:57.225] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:57.403] [mlr3] Finished benchmark
## INFO [11:15:57.417] [bbotk] Result of batch 244:
## INFO [11:15:57.418] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:57.418] [bbotk] 5 33 TRUE extratrees 0.8988698 0.7407387 0
## INFO [11:15:57.418] [bbotk] errors runtime_learners uhash
## INFO [11:15:57.418] [bbotk] 0 0.856 791353d3-e3e7-4799-a16f-bffbd0de641b
## WARN [11:15:57.421] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:57.421] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:57.422] [bbotk] Proposing a randomly sampled point
## INFO [11:15:57.430] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:57.451] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:57.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:57.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:57.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:57.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:57.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:57.948] [mlr3] Finished benchmark
## INFO [11:15:57.961] [bbotk] Result of batch 245:
## INFO [11:15:57.962] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:57.962] [bbotk] 3 56 TRUE gini 0.6202728 0.7347958 0
## INFO [11:15:57.962] [bbotk] errors runtime_learners uhash
## INFO [11:15:57.962] [bbotk] 0 0.463 39c48d0b-ee46-439c-b84c-2da610b175ce
## WARN [11:15:57.965] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:57.965] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:57.966] [bbotk] Proposing a randomly sampled point
## INFO [11:15:57.974] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:57.983] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:57.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:58.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:58.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:58.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:58.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:58.321] [mlr3] Finished benchmark
## INFO [11:15:58.335] [bbotk] Result of batch 246:
## INFO [11:15:58.336] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:58.336] [bbotk] 2 21 TRUE gini 0.1812238 0.7187164 0
## INFO [11:15:58.336] [bbotk] errors runtime_learners uhash
## INFO [11:15:58.336] [bbotk] 0 0.311 a6062c36-8adf-41b0-8563-6db0080e1997
## WARN [11:15:58.339] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:58.339] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:58.339] [bbotk] Proposing a randomly sampled point
## INFO [11:15:58.348] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:58.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:58.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:58.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:58.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:58.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:58.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:58.556] [mlr3] Finished benchmark
## INFO [11:15:58.578] [bbotk] Result of batch 247:
## INFO [11:15:58.579] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:58.579] [bbotk] 1 369 FALSE gini 0.1091687 0.4 0
## INFO [11:15:58.579] [bbotk] errors runtime_learners uhash
## INFO [11:15:58.579] [bbotk] 0 0.174 46535e12-3874-4ba2-896c-2aaa820b6e3c
## WARN [11:15:58.584] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:58.585] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:58.585] [bbotk] Proposing a randomly sampled point
## INFO [11:15:58.595] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:58.604] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:58.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:58.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:58.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:58.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:58.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:58.879] [mlr3] Finished benchmark
## INFO [11:15:58.893] [bbotk] Result of batch 248:
## INFO [11:15:58.894] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:58.894] [bbotk] 3 358 TRUE extratrees 0.6651301 0.7307554 0
## INFO [11:15:58.894] [bbotk] errors runtime_learners uhash
## INFO [11:15:58.894] [bbotk] 0 0.249 2be00136-d400-43df-84ab-4bf05b99194c
## WARN [11:15:58.897] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:58.898] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:58.898] [bbotk] Proposing a randomly sampled point
## INFO [11:15:58.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:58.916] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:58.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:58.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:59.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:59.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:59.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:59.230] [mlr3] Finished benchmark
## INFO [11:15:59.244] [bbotk] Result of batch 249:
## INFO [11:15:59.245] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:59.245] [bbotk] 1 117 FALSE gini 0.5066732 0.6918829 0
## INFO [11:15:59.245] [bbotk] errors runtime_learners uhash
## INFO [11:15:59.245] [bbotk] 0 0.286 4b743bb2-25bb-4ab9-8580-73dfcd090f75
## WARN [11:15:59.248] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:59.248] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:59.248] [bbotk] Proposing a randomly sampled point
## INFO [11:15:59.257] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:59.266] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:59.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:59.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:15:59.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:15:59.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:15:59.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:15:59.615] [mlr3] Finished benchmark
## INFO [11:15:59.631] [bbotk] Result of batch 250:
## INFO [11:15:59.631] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:15:59.631] [bbotk] 5 323 FALSE gini 0.8057598 0.7315751 0
## INFO [11:15:59.631] [bbotk] errors runtime_learners uhash
## INFO [11:15:59.631] [bbotk] 0 0.307 b93ed83c-4006-49a5-971c-ee182584d1f7
## WARN [11:15:59.635] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:15:59.635] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:15:59.635] [bbotk] Proposing a randomly sampled point
## INFO [11:15:59.645] [bbotk] Evaluating 1 configuration(s)
## INFO [11:15:59.655] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:15:59.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:15:59.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:00.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:00.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:00.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:00.698] [mlr3] Finished benchmark
## INFO [11:16:00.712] [bbotk] Result of batch 251:
## INFO [11:16:00.713] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:00.713] [bbotk] 5 6 TRUE extratrees 0.7489036 0.8134044 0
## INFO [11:16:00.713] [bbotk] errors runtime_learners uhash
## INFO [11:16:00.713] [bbotk] 0 1.014 70944e01-c606-4226-b3e4-80a66b843aa5
## WARN [11:16:00.716] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:00.717] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:00.717] [bbotk] Proposing a randomly sampled point
## INFO [11:16:00.725] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:00.734] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:00.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:00.776] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:00.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:00.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:00.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:00.954] [mlr3] Finished benchmark
## INFO [11:16:00.969] [bbotk] Result of batch 252:
## INFO [11:16:00.969] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:00.969] [bbotk] 3 218 TRUE gini 0.2699057 0.6534047 0
## INFO [11:16:00.969] [bbotk] errors runtime_learners uhash
## INFO [11:16:00.969] [bbotk] 0 0.19 33c806b3-f3de-4774-9522-d9c791634087
## WARN [11:16:00.973] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:00.973] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:00.973] [bbotk] Proposing a randomly sampled point
## INFO [11:16:00.982] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:00.991] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:00.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:01.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:01.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:01.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:01.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:01.210] [mlr3] Finished benchmark
## INFO [11:16:01.224] [bbotk] Result of batch 253:
## INFO [11:16:01.225] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:01.225] [bbotk] 2 131 TRUE extratrees 0.214233 0.7287784 0
## INFO [11:16:01.225] [bbotk] errors runtime_learners uhash
## INFO [11:16:01.225] [bbotk] 0 0.193 91f9a334-47c7-4032-8c9d-75d065bea680
## WARN [11:16:01.228] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:01.228] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:01.228] [bbotk] Proposing a randomly sampled point
## INFO [11:16:01.237] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:01.246] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:01.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:01.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:01.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:01.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:01.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:01.599] [mlr3] Finished benchmark
## INFO [11:16:01.613] [bbotk] Result of batch 254:
## INFO [11:16:01.614] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:01.614] [bbotk] 3 240 FALSE extratrees 0.7883988 0.6990802 0
## INFO [11:16:01.614] [bbotk] errors runtime_learners uhash
## INFO [11:16:01.614] [bbotk] 0 0.328 435cdf72-52c7-4bc3-b522-c4bd25cb55fb
## WARN [11:16:01.617] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:01.617] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:01.617] [bbotk] Proposing a randomly sampled point
## INFO [11:16:01.641] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:01.658] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:01.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:01.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:01.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:01.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:02.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:02.108] [mlr3] Finished benchmark
## INFO [11:16:02.122] [bbotk] Result of batch 255:
## INFO [11:16:02.123] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:02.123] [bbotk] 3 69 TRUE extratrees 0.5440273 0.6843226 0
## INFO [11:16:02.123] [bbotk] errors runtime_learners uhash
## INFO [11:16:02.123] [bbotk] 0 0.423 e66c831d-b049-4531-8591-38396d5ae572
## WARN [11:16:02.126] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:02.126] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:02.126] [bbotk] Proposing a randomly sampled point
## INFO [11:16:02.135] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:02.144] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:02.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:02.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:02.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:02.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:02.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:02.352] [mlr3] Finished benchmark
## INFO [11:16:02.366] [bbotk] Result of batch 256:
## INFO [11:16:02.367] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:02.367] [bbotk] 1 457 FALSE gini 0.8010452 0.6764361 0
## INFO [11:16:02.367] [bbotk] errors runtime_learners uhash
## INFO [11:16:02.367] [bbotk] 0 0.184 6477abc2-c34f-4672-8bc3-40c946407692
## WARN [11:16:02.370] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:02.370] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:02.370] [bbotk] Proposing a randomly sampled point
## INFO [11:16:02.379] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:02.388] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:02.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:02.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:02.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:02.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:02.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:02.702] [mlr3] Finished benchmark
## INFO [11:16:02.716] [bbotk] Result of batch 257:
## INFO [11:16:02.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:02.717] [bbotk] 2 81 FALSE extratrees 0.2142962 0.7157864 0
## INFO [11:16:02.717] [bbotk] errors runtime_learners uhash
## INFO [11:16:02.717] [bbotk] 0 0.272 eff5875a-204e-46c7-be4a-50b9523f6758
## WARN [11:16:02.720] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:02.720] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:02.721] [bbotk] Proposing a randomly sampled point
## INFO [11:16:02.729] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:02.738] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:02.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:02.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:02.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:02.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:03.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:03.071] [mlr3] Finished benchmark
## INFO [11:16:03.085] [bbotk] Result of batch 258:
## INFO [11:16:03.086] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:03.086] [bbotk] 1 377 TRUE extratrees 0.962498 0.7291457 0
## INFO [11:16:03.086] [bbotk] errors runtime_learners uhash
## INFO [11:16:03.086] [bbotk] 0 0.307 43dfdde7-be79-469c-a5f7-86de4fee113e
## WARN [11:16:03.089] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:03.090] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:03.090] [bbotk] Proposing a randomly sampled point
## INFO [11:16:03.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:03.108] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:03.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:03.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:03.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:03.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:03.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:03.345] [mlr3] Finished benchmark
## INFO [11:16:03.359] [bbotk] Result of batch 259:
## INFO [11:16:03.360] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:03.360] [bbotk] 5 329 FALSE gini 0.480201 0.6650835 0
## INFO [11:16:03.360] [bbotk] errors runtime_learners uhash
## INFO [11:16:03.360] [bbotk] 0 0.21 19d90838-1b02-4b99-84aa-ac0e9248b3cf
## WARN [11:16:03.363] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:03.364] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:03.364] [bbotk] Proposing a randomly sampled point
## INFO [11:16:03.391] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:03.405] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:03.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:03.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:03.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:03.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:03.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:03.579] [mlr3] Finished benchmark
## INFO [11:16:03.593] [bbotk] Result of batch 260:
## INFO [11:16:03.594] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:03.594] [bbotk] 5 402 FALSE gini 0.2965064 0.6 0
## INFO [11:16:03.594] [bbotk] errors runtime_learners uhash
## INFO [11:16:03.594] [bbotk] 0 0.149 e8e343d1-78b8-4313-b5ba-117cd316f969
## WARN [11:16:03.597] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:03.598] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:03.598] [bbotk] Proposing a randomly sampled point
## INFO [11:16:03.607] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:03.616] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:03.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:03.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:03.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:03.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:03.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:03.845] [mlr3] Finished benchmark
## INFO [11:16:03.859] [bbotk] Result of batch 261:
## INFO [11:16:03.860] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:03.860] [bbotk] 5 377 TRUE gini 0.5570472 0.6593143 0
## INFO [11:16:03.860] [bbotk] errors runtime_learners uhash
## INFO [11:16:03.860] [bbotk] 0 0.204 f10d32b7-b78a-4b13-bda0-65a826cfdde3
## WARN [11:16:03.863] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:03.863] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:03.864] [bbotk] Proposing a randomly sampled point
## INFO [11:16:03.872] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:03.881] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:03.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:03.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:04.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:04.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:04.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:04.203] [mlr3] Finished benchmark
## INFO [11:16:04.218] [bbotk] Result of batch 262:
## INFO [11:16:04.218] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:04.218] [bbotk] 5 491 TRUE gini 0.9554346 0.6989753 0
## INFO [11:16:04.218] [bbotk] errors runtime_learners uhash
## INFO [11:16:04.218] [bbotk] 0 0.28 80e9c739-bebb-4591-b55b-fb9b3ad3f975
## WARN [11:16:04.222] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:04.222] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:04.222] [bbotk] Proposing a randomly sampled point
## INFO [11:16:04.231] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:04.240] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:04.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:04.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:04.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:04.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:04.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:04.644] [mlr3] Finished benchmark
## INFO [11:16:04.658] [bbotk] Result of batch 263:
## INFO [11:16:04.659] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:04.659] [bbotk] 4 106 FALSE extratrees 0.5102071 0.6920361 0
## INFO [11:16:04.659] [bbotk] errors runtime_learners uhash
## INFO [11:16:04.659] [bbotk] 0 0.376 4545ef10-7cbb-439a-83bd-87ca9dc7ea61
## WARN [11:16:04.662] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:04.663] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:04.663] [bbotk] Proposing a randomly sampled point
## INFO [11:16:04.672] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:04.681] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:04.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:04.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:04.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:04.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:05.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:05.102] [mlr3] Finished benchmark
## INFO [11:16:05.130] [bbotk] Result of batch 264:
## INFO [11:16:05.131] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:05.131] [bbotk] 2 74 FALSE extratrees 0.5801064 0.6861244 0
## INFO [11:16:05.131] [bbotk] errors runtime_learners uhash
## INFO [11:16:05.131] [bbotk] 0 0.394 1e539bf2-896e-4db4-ae81-51f763742866
## WARN [11:16:05.136] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:05.137] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:05.137] [bbotk] Proposing a randomly sampled point
## INFO [11:16:05.153] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:05.163] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:05.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:05.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:05.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:05.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:05.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:05.317] [mlr3] Finished benchmark
## INFO [11:16:05.331] [bbotk] Result of batch 265:
## INFO [11:16:05.332] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:05.332] [bbotk] 2 450 TRUE extratrees 0.3234463 0.6 0
## INFO [11:16:05.332] [bbotk] errors runtime_learners uhash
## INFO [11:16:05.332] [bbotk] 0 0.129 7f0d47f2-d1e0-4ba2-a047-42afe6f8e3bc
## WARN [11:16:05.336] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:05.336] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:05.336] [bbotk] Proposing a randomly sampled point
## INFO [11:16:05.345] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:05.354] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:05.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:05.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:05.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:05.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:05.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:05.528] [mlr3] Finished benchmark
## INFO [11:16:05.542] [bbotk] Result of batch 266:
## INFO [11:16:05.543] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:05.543] [bbotk] 1 382 FALSE gini 0.3147435 0.6 0
## INFO [11:16:05.543] [bbotk] errors runtime_learners uhash
## INFO [11:16:05.543] [bbotk] 0 0.148 f74cbf33-7cda-4705-bdf1-a36dc3cbb17d
## WARN [11:16:05.546] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:05.546] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:05.546] [bbotk] Proposing a randomly sampled point
## INFO [11:16:05.555] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:05.564] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:05.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:05.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:05.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:05.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:05.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:05.983] [mlr3] Finished benchmark
## INFO [11:16:05.997] [bbotk] Result of batch 267:
## INFO [11:16:05.998] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:05.998] [bbotk] 1 63 TRUE gini 0.6823964 0.7145115 0
## INFO [11:16:05.998] [bbotk] errors runtime_learners uhash
## INFO [11:16:05.998] [bbotk] 0 0.387 825225da-5d99-4f2b-bc54-d9e5a5ad4372
## WARN [11:16:06.001] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:06.001] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:06.001] [bbotk] Proposing a randomly sampled point
## INFO [11:16:06.010] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:06.019] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:06.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:06.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:06.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:06.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:06.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:06.176] [mlr3] Finished benchmark
## INFO [11:16:06.190] [bbotk] Result of batch 268:
## INFO [11:16:06.190] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:06.190] [bbotk] 5 440 TRUE extratrees 0.1683373 0.4 0
## INFO [11:16:06.190] [bbotk] errors runtime_learners uhash
## INFO [11:16:06.190] [bbotk] 0 0.132 f34fc30f-22ca-42f1-bbc9-983a4fbf6e54
## WARN [11:16:06.194] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:06.194] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:06.194] [bbotk] Proposing a randomly sampled point
## INFO [11:16:06.203] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:06.212] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:06.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:06.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:06.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:06.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:06.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:06.683] [mlr3] Finished benchmark
## INFO [11:16:06.705] [bbotk] Result of batch 269:
## INFO [11:16:06.705] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:06.705] [bbotk] 1 26 TRUE gini 0.5858132 0.745725 0
## INFO [11:16:06.705] [bbotk] errors runtime_learners uhash
## INFO [11:16:06.705] [bbotk] 0 0.429 a0d44354-9f7c-4f37-bb66-ba8c2fccee54
## WARN [11:16:06.709] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:06.709] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:06.709] [bbotk] Proposing a randomly sampled point
## INFO [11:16:06.718] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:06.727] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:06.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:06.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:06.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:06.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:06.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:07.013] [mlr3] Finished benchmark
## INFO [11:16:07.027] [bbotk] Result of batch 270:
## INFO [11:16:07.027] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:07.027] [bbotk] 2 206 TRUE gini 0.5334614 0.6973897 0
## INFO [11:16:07.027] [bbotk] errors runtime_learners uhash
## INFO [11:16:07.027] [bbotk] 0 0.259 a8142564-0897-465d-8b99-c4fe110f405d
## WARN [11:16:07.030] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:07.031] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:07.031] [bbotk] Proposing a randomly sampled point
## INFO [11:16:07.040] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:07.049] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:07.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:07.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:07.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:07.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:07.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:07.392] [mlr3] Finished benchmark
## INFO [11:16:07.406] [bbotk] Result of batch 271:
## INFO [11:16:07.407] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:07.407] [bbotk] 4 73 TRUE gini 0.2892508 0.7048119 0
## INFO [11:16:07.407] [bbotk] errors runtime_learners uhash
## INFO [11:16:07.407] [bbotk] 0 0.314 b2ca98ce-3527-41af-86ae-f7c5da639e2c
## WARN [11:16:07.410] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:07.410] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:07.411] [bbotk] Proposing a randomly sampled point
## INFO [11:16:07.431] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:07.450] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:07.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:07.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:07.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:07.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:07.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:07.742] [mlr3] Finished benchmark
## INFO [11:16:07.756] [bbotk] Result of batch 272:
## INFO [11:16:07.757] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:07.757] [bbotk] 4 381 FALSE extratrees 0.7538591 0.7306065 0
## INFO [11:16:07.757] [bbotk] errors runtime_learners uhash
## INFO [11:16:07.757] [bbotk] 0 0.268 71864299-61e6-4e06-b601-39938955276c
## WARN [11:16:07.760] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:07.760] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:07.761] [bbotk] Proposing a randomly sampled point
## INFO [11:16:07.769] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:07.778] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:07.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:07.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:07.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:07.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:07.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:07.933] [mlr3] Finished benchmark
## INFO [11:16:07.947] [bbotk] Result of batch 273:
## INFO [11:16:07.948] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:07.948] [bbotk] 5 425 TRUE extratrees 0.3100451 0.4 0
## INFO [11:16:07.948] [bbotk] errors runtime_learners uhash
## INFO [11:16:07.948] [bbotk] 0 0.129 704ee5ba-032c-4cec-a6a9-9acd15dea87f
## WARN [11:16:07.951] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:07.951] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:07.952] [bbotk] Proposing a randomly sampled point
## INFO [11:16:07.960] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:07.969] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:07.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:08.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:08.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:08.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:08.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:08.524] [mlr3] Finished benchmark
## INFO [11:16:08.538] [bbotk] Result of batch 274:
## INFO [11:16:08.539] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:08.539] [bbotk] 5 139 FALSE extratrees 0.8175001 0.6801333 0
## INFO [11:16:08.539] [bbotk] errors runtime_learners uhash
## INFO [11:16:08.539] [bbotk] 0 0.512 07092ece-ca08-4e64-a76d-c15bcbbf9743
## WARN [11:16:08.542] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:08.542] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:08.542] [bbotk] Proposing a randomly sampled point
## INFO [11:16:08.551] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:08.560] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:08.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:08.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:08.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:08.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:08.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:09.025] [mlr3] Finished benchmark
## INFO [11:16:09.039] [bbotk] Result of batch 275:
## INFO [11:16:09.040] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:09.040] [bbotk] 4 45 FALSE gini 0.385558 0.7296904 0
## INFO [11:16:09.040] [bbotk] errors runtime_learners uhash
## INFO [11:16:09.040] [bbotk] 0 0.439 c7e87685-585a-407c-b9de-6dba83be9e0d
## WARN [11:16:09.043] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:09.043] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:09.044] [bbotk] Proposing a randomly sampled point
## INFO [11:16:09.052] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:09.062] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:09.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:09.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:09.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:09.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:09.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:09.438] [mlr3] Finished benchmark
## INFO [11:16:09.500] [bbotk] Result of batch 276:
## INFO [11:16:09.501] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:09.501] [bbotk] 1 238 TRUE extratrees 0.9267851 0.7118538 0
## INFO [11:16:09.501] [bbotk] errors runtime_learners uhash
## INFO [11:16:09.501] [bbotk] 0 0.35 1581e97c-c232-4c0e-b622-aab2f5c064d1
## WARN [11:16:09.506] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:09.507] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:09.507] [bbotk] Proposing a randomly sampled point
## INFO [11:16:09.523] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:09.539] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:09.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:09.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:09.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:09.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:09.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:09.694] [mlr3] Finished benchmark
## INFO [11:16:09.708] [bbotk] Result of batch 277:
## INFO [11:16:09.709] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:09.709] [bbotk] 4 357 TRUE extratrees 0.332469 0.6 0
## INFO [11:16:09.709] [bbotk] errors runtime_learners uhash
## INFO [11:16:09.709] [bbotk] 0 0.13 f6db6767-b621-45ee-adbf-8f29f5f62a5b
## WARN [11:16:09.712] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:09.712] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:09.712] [bbotk] Proposing a randomly sampled point
## INFO [11:16:09.721] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:09.730] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:09.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:09.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:09.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:09.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:09.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:10.059] [mlr3] Finished benchmark
## INFO [11:16:10.073] [bbotk] Result of batch 278:
## INFO [11:16:10.074] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:10.074] [bbotk] 4 257 FALSE gini 0.662584 0.7161587 0
## INFO [11:16:10.074] [bbotk] errors runtime_learners uhash
## INFO [11:16:10.074] [bbotk] 0 0.303 db46502f-81f4-40bf-94b3-ef5490a001c4
## WARN [11:16:10.077] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:10.077] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:10.077] [bbotk] Proposing a randomly sampled point
## INFO [11:16:10.086] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:10.095] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:10.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:10.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:10.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:10.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:10.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:10.448] [mlr3] Finished benchmark
## INFO [11:16:10.468] [bbotk] Result of batch 279:
## INFO [11:16:10.469] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:10.469] [bbotk] 3 77 TRUE extratrees 0.3092125 0.695761 0
## INFO [11:16:10.469] [bbotk] errors runtime_learners uhash
## INFO [11:16:10.469] [bbotk] 0 0.317 d2669637-bcaa-4672-80e0-52853d71ce78
## WARN [11:16:10.472] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:10.472] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:10.472] [bbotk] Proposing a randomly sampled point
## INFO [11:16:10.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:10.490] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:10.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:10.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:10.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:10.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:10.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:11.016] [mlr3] Finished benchmark
## INFO [11:16:11.030] [bbotk] Result of batch 280:
## INFO [11:16:11.031] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:11.031] [bbotk] 5 91 FALSE extratrees 0.6498387 0.6819351 0
## INFO [11:16:11.031] [bbotk] errors runtime_learners uhash
## INFO [11:16:11.031] [bbotk] 0 0.499 ccc8cb92-e832-47c9-9113-87634e9867ae
## WARN [11:16:11.034] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:11.034] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:11.034] [bbotk] Proposing a randomly sampled point
## INFO [11:16:11.043] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:11.052] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:11.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:11.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:11.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:11.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:11.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:11.228] [mlr3] Finished benchmark
## INFO [11:16:11.242] [bbotk] Result of batch 281:
## INFO [11:16:11.243] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:11.243] [bbotk] 3 322 FALSE gini 0.2705193 0.4 0
## INFO [11:16:11.243] [bbotk] errors runtime_learners uhash
## INFO [11:16:11.243] [bbotk] 0 0.149 f7e3d066-6615-4df2-b96a-da935d493b7f
## WARN [11:16:11.246] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:11.246] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:11.246] [bbotk] Proposing a randomly sampled point
## INFO [11:16:11.271] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:11.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:11.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:11.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:11.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:11.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:11.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:11.458] [mlr3] Finished benchmark
## INFO [11:16:11.472] [bbotk] Result of batch 282:
## INFO [11:16:11.473] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:11.473] [bbotk] 4 294 TRUE gini 0.2000921 0.6 0
## INFO [11:16:11.473] [bbotk] errors runtime_learners uhash
## INFO [11:16:11.473] [bbotk] 0 0.137 25d08461-c0be-4e1c-962c-2638da5bd7d1
## WARN [11:16:11.476] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:11.477] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:11.477] [bbotk] Proposing a randomly sampled point
## INFO [11:16:11.486] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:11.495] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:11.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:11.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:11.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:11.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:11.827] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:11.909] [mlr3] Finished benchmark
## INFO [11:16:11.924] [bbotk] Result of batch 283:
## INFO [11:16:11.924] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:11.924] [bbotk] 5 188 TRUE extratrees 0.6554166 0.6900159 0
## INFO [11:16:11.924] [bbotk] errors runtime_learners uhash
## INFO [11:16:11.924] [bbotk] 0 0.389 6c73e682-7b04-4532-96be-f798a7d0e6d8
## WARN [11:16:11.928] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:11.928] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:11.928] [bbotk] Proposing a randomly sampled point
## INFO [11:16:11.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:11.947] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:11.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:11.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:12.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:12.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:12.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:12.136] [mlr3] Finished benchmark
## INFO [11:16:12.158] [bbotk] Result of batch 284:
## INFO [11:16:12.159] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:12.159] [bbotk] 5 351 FALSE gini 0.3452779 0.4 0
## INFO [11:16:12.159] [bbotk] errors runtime_learners uhash
## INFO [11:16:12.159] [bbotk] 0 0.157 f1357108-9665-4c48-94f6-9489f6e9b748
## WARN [11:16:12.164] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:12.165] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:12.165] [bbotk] Proposing a randomly sampled point
## INFO [11:16:12.180] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:12.190] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:12.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:12.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:12.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:12.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:12.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:12.485] [mlr3] Finished benchmark
## INFO [11:16:12.500] [bbotk] Result of batch 285:
## INFO [11:16:12.500] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:12.500] [bbotk] 3 23 TRUE gini 0.1146718 0.7069944 0
## INFO [11:16:12.500] [bbotk] errors runtime_learners uhash
## INFO [11:16:12.500] [bbotk] 0 0.269 827680c3-c5fb-41f7-9e43-ebed0f9115c3
## WARN [11:16:12.503] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:12.504] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:12.504] [bbotk] Proposing a randomly sampled point
## INFO [11:16:12.513] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:12.522] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:12.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:12.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:12.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:12.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:12.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:12.784] [mlr3] Finished benchmark
## INFO [11:16:12.799] [bbotk] Result of batch 286:
## INFO [11:16:12.799] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:12.799] [bbotk] 1 169 FALSE extratrees 0.3048115 0.7344398 0
## INFO [11:16:12.799] [bbotk] errors runtime_learners uhash
## INFO [11:16:12.799] [bbotk] 0 0.238 0ae33afe-b15c-43d9-ac80-9caf4d171084
## WARN [11:16:12.803] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:12.803] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:12.803] [bbotk] Proposing a randomly sampled point
## INFO [11:16:12.812] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:12.832] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:12.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:12.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:12.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:12.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:12.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:13.014] [mlr3] Finished benchmark
## INFO [11:16:13.029] [bbotk] Result of batch 287:
## INFO [11:16:13.029] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:13.029] [bbotk] 2 265 TRUE extratrees 0.2320368 0.6 0
## INFO [11:16:13.029] [bbotk] errors runtime_learners uhash
## INFO [11:16:13.029] [bbotk] 0 0.144 d570c8d2-fa29-4b2e-9fb4-71d5db8cca2b
## WARN [11:16:13.032] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:13.033] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:13.033] [bbotk] Proposing a randomly sampled point
## INFO [11:16:13.041] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:13.051] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:13.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:13.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:13.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:13.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:13.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:13.341] [mlr3] Finished benchmark
## INFO [11:16:13.356] [bbotk] Result of batch 288:
## INFO [11:16:13.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:13.356] [bbotk] 4 334 TRUE gini 0.6783023 0.6969551 0
## INFO [11:16:13.356] [bbotk] errors runtime_learners uhash
## INFO [11:16:13.356] [bbotk] 0 0.266 55bf2e7d-1e0a-4684-8010-2a2f2ab98b2d
## WARN [11:16:13.360] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:13.360] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:13.360] [bbotk] Proposing a randomly sampled point
## INFO [11:16:13.369] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:13.379] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:13.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:13.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:13.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:13.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:13.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:13.829] [mlr3] Finished benchmark
## INFO [11:16:13.859] [bbotk] Result of batch 289:
## INFO [11:16:13.860] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:13.860] [bbotk] 4 185 FALSE extratrees 0.8547106 0.6882141 0
## INFO [11:16:13.860] [bbotk] errors runtime_learners uhash
## INFO [11:16:13.860] [bbotk] 0 0.425 c738d753-a53d-45ad-bff5-7f230b58246c
## WARN [11:16:13.865] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:13.866] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:13.866] [bbotk] Proposing a randomly sampled point
## INFO [11:16:13.883] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:13.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:13.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:13.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:14.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:14.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:14.098] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:14.147] [mlr3] Finished benchmark
## INFO [11:16:14.161] [bbotk] Result of batch 290:
## INFO [11:16:14.162] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:14.162] [bbotk] 5 90 FALSE extratrees 0.1498815 0.7177655 0
## INFO [11:16:14.162] [bbotk] errors runtime_learners uhash
## INFO [11:16:14.162] [bbotk] 0 0.223 d1c83724-98a6-45a3-931b-3fe5136ec012
## WARN [11:16:14.165] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:14.165] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:14.166] [bbotk] Proposing a randomly sampled point
## INFO [11:16:14.174] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:14.183] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:14.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:14.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:14.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:14.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:14.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:14.438] [mlr3] Finished benchmark
## INFO [11:16:14.452] [bbotk] Result of batch 291:
## INFO [11:16:14.453] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:14.453] [bbotk] 1 229 TRUE gini 0.5442544 0.6879418 0
## INFO [11:16:14.453] [bbotk] errors runtime_learners uhash
## INFO [11:16:14.453] [bbotk] 0 0.23 afedbf0f-e9be-49e1-a217-4b42239a8a24
## WARN [11:16:14.456] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:14.456] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:14.456] [bbotk] Proposing a randomly sampled point
## INFO [11:16:14.465] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:14.474] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:14.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:14.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:14.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:14.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:14.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:14.774] [mlr3] Finished benchmark
## INFO [11:16:14.790] [bbotk] Result of batch 292:
## INFO [11:16:14.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:14.791] [bbotk] 1 182 TRUE gini 0.5269846 0.6880609 0
## INFO [11:16:14.791] [bbotk] errors runtime_learners uhash
## INFO [11:16:14.791] [bbotk] 0 0.254 a1799124-07da-4ccc-a0f9-fad7be0fc25a
## WARN [11:16:14.795] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:14.795] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:14.795] [bbotk] Proposing a randomly sampled point
## INFO [11:16:14.804] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:14.813] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:14.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:14.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:14.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:14.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:14.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:15.000] [mlr3] Finished benchmark
## INFO [11:16:15.014] [bbotk] Result of batch 293:
## INFO [11:16:15.015] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:15.015] [bbotk] 1 405 FALSE gini 0.1045051 0.4 0
## INFO [11:16:15.015] [bbotk] errors runtime_learners uhash
## INFO [11:16:15.015] [bbotk] 0 0.16 b1254901-702c-4ad0-9481-feeb34a1a522
## WARN [11:16:15.018] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:15.018] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:15.019] [bbotk] Proposing a randomly sampled point
## INFO [11:16:15.027] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:15.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:15.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:15.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:15.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:15.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:15.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:15.204] [mlr3] Finished benchmark
## INFO [11:16:15.218] [bbotk] Result of batch 294:
## INFO [11:16:15.219] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:15.219] [bbotk] 5 492 FALSE extratrees 0.408029 0.6 0
## INFO [11:16:15.219] [bbotk] errors runtime_learners uhash
## INFO [11:16:15.219] [bbotk] 0 0.141 04922378-22be-44f6-aefb-41b5a96c1e85
## WARN [11:16:15.222] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:15.222] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:15.222] [bbotk] Proposing a randomly sampled point
## INFO [11:16:15.249] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:15.267] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:15.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:15.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:15.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:15.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:15.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:15.714] [mlr3] Finished benchmark
## INFO [11:16:15.728] [bbotk] Result of batch 295:
## INFO [11:16:15.729] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:15.729] [bbotk] 2 73 TRUE gini 0.7278394 0.7238758 0
## INFO [11:16:15.729] [bbotk] errors runtime_learners uhash
## INFO [11:16:15.729] [bbotk] 0 0.417 1ef603d1-fb56-420f-9434-c7f99ef84134
## WARN [11:16:15.732] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:15.733] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:15.733] [bbotk] Proposing a randomly sampled point
## INFO [11:16:15.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:15.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:15.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:15.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:15.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:15.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:15.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:15.905] [mlr3] Finished benchmark
## INFO [11:16:15.920] [bbotk] Result of batch 296:
## INFO [11:16:15.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:15.920] [bbotk] 5 440 TRUE extratrees 0.3130103 0.6 0
## INFO [11:16:15.920] [bbotk] errors runtime_learners uhash
## INFO [11:16:15.920] [bbotk] 0 0.129 45b89238-b83e-4542-8825-cf9552a777c4
## WARN [11:16:15.924] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:15.924] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:15.924] [bbotk] Proposing a randomly sampled point
## INFO [11:16:15.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:15.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:15.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:16.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:16.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:16.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:16.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:16.392] [mlr3] Finished benchmark
## INFO [11:16:16.412] [bbotk] Result of batch 297:
## INFO [11:16:16.413] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:16.413] [bbotk] 2 108 FALSE gini 0.9449254 0.7163992 0
## INFO [11:16:16.413] [bbotk] errors runtime_learners uhash
## INFO [11:16:16.413] [bbotk] 0 0.404 a598c4eb-dcac-4cb9-8e5c-d5094eda315a
## WARN [11:16:16.416] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:16.417] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:16.417] [bbotk] Proposing a randomly sampled point
## INFO [11:16:16.426] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:16.435] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:16.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:16.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:16.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:16.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:17.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:17.218] [mlr3] Finished benchmark
## INFO [11:16:17.232] [bbotk] Result of batch 298:
## INFO [11:16:17.233] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:17.233] [bbotk] 5 37 FALSE gini 0.8884833 0.7861071 0
## INFO [11:16:17.233] [bbotk] errors runtime_learners uhash
## INFO [11:16:17.233] [bbotk] 0 0.757 ea6e1229-75fd-4710-9f9e-76c70709e684
## WARN [11:16:17.236] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:17.237] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:17.237] [bbotk] Proposing a randomly sampled point
## INFO [11:16:17.246] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:17.255] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:17.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:17.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:17.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:17.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:17.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:17.665] [mlr3] Finished benchmark
## INFO [11:16:17.692] [bbotk] Result of batch 299:
## INFO [11:16:17.693] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:17.693] [bbotk] 5 234 TRUE gini 0.776269 0.7066434 0
## INFO [11:16:17.693] [bbotk] errors runtime_learners uhash
## INFO [11:16:17.693] [bbotk] 0 0.383 824f76d3-bb8c-481c-9e2e-8fa8f9c193ba
## WARN [11:16:17.698] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:17.699] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:17.699] [bbotk] Proposing a randomly sampled point
## INFO [11:16:17.716] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:17.734] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:17.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:17.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:17.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:18.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:18.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:18.331] [mlr3] Finished benchmark
## INFO [11:16:18.345] [bbotk] Result of batch 300:
## INFO [11:16:18.346] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:18.346] [bbotk] 4 39 FALSE extratrees 0.6148479 0.6976819 0
## INFO [11:16:18.346] [bbotk] errors runtime_learners uhash
## INFO [11:16:18.346] [bbotk] 0 0.565 fcd5bef4-b3a8-4026-a0c7-2bf38dad19b6
## WARN [11:16:18.349] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:18.350] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:18.350] [bbotk] Proposing a randomly sampled point
## INFO [11:16:18.358] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:18.368] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:18.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:18.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:18.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:18.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:18.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:18.584] [mlr3] Finished benchmark
## INFO [11:16:18.598] [bbotk] Result of batch 301:
## INFO [11:16:18.599] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:18.599] [bbotk] 2 288 FALSE extratrees 0.3712377 0.7038233 0
## INFO [11:16:18.599] [bbotk] errors runtime_learners uhash
## INFO [11:16:18.599] [bbotk] 0 0.189 8b6b6071-8a7e-4fa4-bfc6-adda2f8afd56
## WARN [11:16:18.602] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:18.603] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:18.603] [bbotk] Proposing a randomly sampled point
## INFO [11:16:18.612] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:18.621] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:18.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:18.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:18.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:18.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:18.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:19.072] [mlr3] Finished benchmark
## INFO [11:16:19.087] [bbotk] Result of batch 302:
## INFO [11:16:19.088] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:19.088] [bbotk] 5 212 FALSE gini 0.7691183 0.7297733 0
## INFO [11:16:19.088] [bbotk] errors runtime_learners uhash
## INFO [11:16:19.088] [bbotk] 0 0.403 db149497-b5ed-4fe5-9f04-61c1e184e52a
## WARN [11:16:19.091] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:19.091] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:19.092] [bbotk] Proposing a randomly sampled point
## INFO [11:16:19.100] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:19.109] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:19.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:19.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:19.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:19.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:19.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:19.384] [mlr3] Finished benchmark
## INFO [11:16:19.399] [bbotk] Result of batch 303:
## INFO [11:16:19.400] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:19.400] [bbotk] 3 183 TRUE gini 0.4069576 0.6951533 0
## INFO [11:16:19.400] [bbotk] errors runtime_learners uhash
## INFO [11:16:19.400] [bbotk] 0 0.251 12d46c66-bf5d-4760-afb1-3ab4e408b928
## WARN [11:16:19.403] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:19.403] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:19.404] [bbotk] Proposing a randomly sampled point
## INFO [11:16:19.412] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:19.422] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:19.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:19.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:19.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:19.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:19.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:19.656] [mlr3] Finished benchmark
## INFO [11:16:19.685] [bbotk] Result of batch 304:
## INFO [11:16:19.686] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:19.686] [bbotk] 5 388 FALSE gini 0.5289594 0.6593143 0
## INFO [11:16:19.686] [bbotk] errors runtime_learners uhash
## INFO [11:16:19.686] [bbotk] 0 0.211 553af21d-5d3e-48e0-a891-156ef670b1b0
## WARN [11:16:19.692] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:19.692] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:19.692] [bbotk] Proposing a randomly sampled point
## INFO [11:16:19.709] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:19.726] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:19.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:19.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:19.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:19.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:20.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:20.163] [mlr3] Finished benchmark
## INFO [11:16:20.178] [bbotk] Result of batch 305:
## INFO [11:16:20.179] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:20.179] [bbotk] 2 68 FALSE gini 0.6585343 0.725896 0
## INFO [11:16:20.179] [bbotk] errors runtime_learners uhash
## INFO [11:16:20.179] [bbotk] 0 0.412 1485bb11-6b28-4e14-86ed-2a50da3083b9
## WARN [11:16:20.182] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:20.182] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:20.182] [bbotk] Proposing a randomly sampled point
## INFO [11:16:20.191] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:20.201] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:20.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:20.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:20.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:20.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:20.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:20.744] [mlr3] Finished benchmark
## INFO [11:16:20.758] [bbotk] Result of batch 306:
## INFO [11:16:20.759] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:20.759] [bbotk] 2 45 TRUE gini 0.8802256 0.7516885 0
## INFO [11:16:20.759] [bbotk] errors runtime_learners uhash
## INFO [11:16:20.759] [bbotk] 0 0.515 d4710973-becc-42d1-bea3-bd112d250db0
## WARN [11:16:20.762] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:20.762] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:20.763] [bbotk] Proposing a randomly sampled point
## INFO [11:16:20.771] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:20.795] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:20.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:20.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:20.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:21.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:21.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:21.194] [mlr3] Finished benchmark
## INFO [11:16:21.209] [bbotk] Result of batch 307:
## INFO [11:16:21.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:21.210] [bbotk] 2 159 TRUE extratrees 0.6913602 0.6954908 0
## INFO [11:16:21.210] [bbotk] errors runtime_learners uhash
## INFO [11:16:21.210] [bbotk] 0 0.361 6f4cfde3-32a9-477e-8c7c-8d06882c32b4
## WARN [11:16:21.213] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:21.213] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:21.213] [bbotk] Proposing a randomly sampled point
## INFO [11:16:21.222] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:21.231] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:21.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:21.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:21.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:21.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:21.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:21.516] [mlr3] Finished benchmark
## INFO [11:16:21.530] [bbotk] Result of batch 308:
## INFO [11:16:21.531] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:21.531] [bbotk] 4 457 TRUE gini 0.887527 0.6991937 0
## INFO [11:16:21.531] [bbotk] errors runtime_learners uhash
## INFO [11:16:21.531] [bbotk] 0 0.26 6c8c029c-27f2-40b2-9158-453058c87394
## WARN [11:16:21.534] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:21.535] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:21.535] [bbotk] Proposing a randomly sampled point
## INFO [11:16:21.544] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:21.553] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:21.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:21.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:21.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:21.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:21.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:21.858] [mlr3] Finished benchmark
## INFO [11:16:21.880] [bbotk] Result of batch 309:
## INFO [11:16:21.881] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:21.881] [bbotk] 5 120 FALSE gini 0.2424048 0.6949349 0
## INFO [11:16:21.881] [bbotk] errors runtime_learners uhash
## INFO [11:16:21.881] [bbotk] 0 0.277 5045436f-794c-4fb2-9fc7-039f5e2574cf
## WARN [11:16:21.887] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:21.887] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:21.888] [bbotk] Proposing a randomly sampled point
## INFO [11:16:21.904] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:21.914] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:21.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:21.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:22.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:22.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:22.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:22.145] [mlr3] Finished benchmark
## INFO [11:16:22.159] [bbotk] Result of batch 310:
## INFO [11:16:22.160] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:22.160] [bbotk] 3 313 FALSE gini 0.5260624 0.6612374 0
## INFO [11:16:22.160] [bbotk] errors runtime_learners uhash
## INFO [11:16:22.160] [bbotk] 0 0.206 54bae107-d6d0-49de-89d5-01bfc84c871a
## WARN [11:16:22.163] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:22.163] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:22.164] [bbotk] Proposing a randomly sampled point
## INFO [11:16:22.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:22.182] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:22.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:22.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:22.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:22.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:22.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:22.353] [mlr3] Finished benchmark
## INFO [11:16:22.367] [bbotk] Result of batch 311:
## INFO [11:16:22.368] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:22.368] [bbotk] 1 309 FALSE gini 0.3372315 0.6 0
## INFO [11:16:22.368] [bbotk] errors runtime_learners uhash
## INFO [11:16:22.368] [bbotk] 0 0.144 0543499d-69d4-4e0c-99a5-ed730bf8d6db
## WARN [11:16:22.371] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:22.372] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:22.372] [bbotk] Proposing a randomly sampled point
## INFO [11:16:22.380] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:22.404] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:22.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:22.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:22.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:22.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:22.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:22.641] [mlr3] Finished benchmark
## INFO [11:16:22.658] [bbotk] Result of batch 312:
## INFO [11:16:22.658] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:22.658] [bbotk] 3 440 TRUE gini 0.5872894 0.6513845 0
## INFO [11:16:22.658] [bbotk] errors runtime_learners uhash
## INFO [11:16:22.658] [bbotk] 0 0.2 929b55db-1701-4a55-8afa-4496568332b9
## WARN [11:16:22.662] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:22.662] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:22.662] [bbotk] Proposing a randomly sampled point
## INFO [11:16:22.671] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:22.680] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:22.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:22.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:22.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:22.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:23.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:23.144] [mlr3] Finished benchmark
## INFO [11:16:23.159] [bbotk] Result of batch 313:
## INFO [11:16:23.160] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:23.160] [bbotk] 4 106 TRUE extratrees 0.6361227 0.6900159 0
## INFO [11:16:23.160] [bbotk] errors runtime_learners uhash
## INFO [11:16:23.160] [bbotk] 0 0.438 3936b982-2386-4d60-879d-41aa51b08514
## WARN [11:16:23.163] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:23.163] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:23.163] [bbotk] Proposing a randomly sampled point
## INFO [11:16:23.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:23.181] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:23.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:23.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:23.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:23.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:23.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:23.880] [mlr3] Finished benchmark
## INFO [11:16:23.902] [bbotk] Result of batch 314:
## INFO [11:16:23.903] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:23.903] [bbotk] 4 47 FALSE gini 0.9332637 0.7822717 0
## INFO [11:16:23.903] [bbotk] errors runtime_learners uhash
## INFO [11:16:23.903] [bbotk] 0 0.656 8d049250-bdb8-44aa-b261-be0719c54c50
## WARN [11:16:23.908] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:23.909] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:23.909] [bbotk] Proposing a randomly sampled point
## INFO [11:16:23.918] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:23.928] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:23.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:23.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:24.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:24.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:24.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:24.112] [mlr3] Finished benchmark
## INFO [11:16:24.126] [bbotk] Result of batch 315:
## INFO [11:16:24.127] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:24.127] [bbotk] 5 200 FALSE gini 0.1639257 0.4 0
## INFO [11:16:24.127] [bbotk] errors runtime_learners uhash
## INFO [11:16:24.127] [bbotk] 0 0.158 d46adb1f-395d-4bf8-9c73-7ffaafac3c0c
## WARN [11:16:24.130] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:24.130] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:24.131] [bbotk] Proposing a randomly sampled point
## INFO [11:16:24.139] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:24.148] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:24.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:24.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:24.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:24.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:24.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:24.467] [mlr3] Finished benchmark
## INFO [11:16:24.482] [bbotk] Result of batch 316:
## INFO [11:16:24.483] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:24.483] [bbotk] 5 433 FALSE extratrees 0.8997363 0.7250125 0
## INFO [11:16:24.483] [bbotk] errors runtime_learners uhash
## INFO [11:16:24.483] [bbotk] 0 0.292 532369e6-b70f-4548-a781-0eff07be5165
## WARN [11:16:24.486] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:24.486] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:24.486] [bbotk] Proposing a randomly sampled point
## INFO [11:16:24.511] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:24.529] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:24.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:24.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:24.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:24.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:24.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:24.697] [mlr3] Finished benchmark
## INFO [11:16:24.711] [bbotk] Result of batch 317:
## INFO [11:16:24.712] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:24.712] [bbotk] 3 432 TRUE gini 0.2171433 0.6 0
## INFO [11:16:24.712] [bbotk] errors runtime_learners uhash
## INFO [11:16:24.712] [bbotk] 0 0.139 a384e5e5-7080-4e29-ad40-8d5c3441630f
## WARN [11:16:24.715] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:24.716] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:24.716] [bbotk] Proposing a randomly sampled point
## INFO [11:16:24.725] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:24.734] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:24.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:24.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:24.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:25.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:25.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:25.273] [mlr3] Finished benchmark
## INFO [11:16:25.288] [bbotk] Result of batch 318:
## INFO [11:16:25.289] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:25.289] [bbotk] 4 80 FALSE gini 0.8013718 0.7416365 0
## INFO [11:16:25.289] [bbotk] errors runtime_learners uhash
## INFO [11:16:25.289] [bbotk] 0 0.513 098e3168-a784-43c2-b2a0-2630b2504edf
## WARN [11:16:25.292] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:25.292] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:25.293] [bbotk] Proposing a randomly sampled point
## INFO [11:16:25.301] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:25.310] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:25.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:25.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:25.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:25.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:25.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:25.637] [mlr3] Finished benchmark
## INFO [11:16:25.655] [bbotk] Result of batch 319:
## INFO [11:16:25.656] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:25.656] [bbotk] 4 383 FALSE gini 0.9274849 0.7333769 0
## INFO [11:16:25.656] [bbotk] errors runtime_learners uhash
## INFO [11:16:25.656] [bbotk] 0 0.279 035168f3-67cc-4cb7-a55d-e0ef68017407
## WARN [11:16:25.660] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:25.660] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:25.660] [bbotk] Proposing a randomly sampled point
## INFO [11:16:25.669] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:25.678] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:25.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:25.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:25.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:25.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:25.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:25.832] [mlr3] Finished benchmark
## INFO [11:16:25.846] [bbotk] Result of batch 320:
## INFO [11:16:25.847] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:25.847] [bbotk] 2 404 TRUE gini 0.3237183 0.6 0
## INFO [11:16:25.847] [bbotk] errors runtime_learners uhash
## INFO [11:16:25.847] [bbotk] 0 0.129 21c2112d-265e-46a2-812e-15eeeca44c41
## WARN [11:16:25.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:25.851] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:25.851] [bbotk] Proposing a randomly sampled point
## INFO [11:16:25.860] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:25.869] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:25.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:25.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:26.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:26.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:26.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:26.222] [mlr3] Finished benchmark
## INFO [11:16:26.250] [bbotk] Result of batch 321:
## INFO [11:16:26.252] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:26.252] [bbotk] 5 278 FALSE gini 0.814827 0.7315078 0
## INFO [11:16:26.252] [bbotk] errors runtime_learners uhash
## INFO [11:16:26.252] [bbotk] 0 0.327 bf7b2e54-24b4-4b9f-b18d-1c517098c369
## WARN [11:16:26.257] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:26.257] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:26.258] [bbotk] Proposing a randomly sampled point
## INFO [11:16:26.275] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:26.292] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:26.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:26.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:26.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:26.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:26.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:26.646] [mlr3] Finished benchmark
## INFO [11:16:26.661] [bbotk] Result of batch 322:
## INFO [11:16:26.662] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:26.662] [bbotk] 4 300 FALSE extratrees 0.8316052 0.7043367 0
## INFO [11:16:26.662] [bbotk] errors runtime_learners uhash
## INFO [11:16:26.662] [bbotk] 0 0.329 d4de5872-8a16-4753-9aff-9eb181ddea6e
## WARN [11:16:26.665] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:26.665] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:26.665] [bbotk] Proposing a randomly sampled point
## INFO [11:16:26.674] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:26.683] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:26.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:26.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:26.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:26.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:26.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:26.842] [mlr3] Finished benchmark
## INFO [11:16:26.857] [bbotk] Result of batch 323:
## INFO [11:16:26.857] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:26.857] [bbotk] 3 213 TRUE gini 0.2150614 0.6 0
## INFO [11:16:26.857] [bbotk] errors runtime_learners uhash
## INFO [11:16:26.857] [bbotk] 0 0.134 227bacd6-17a1-499b-ac9d-c5e92e1a2444
## WARN [11:16:26.861] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:26.861] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:26.861] [bbotk] Proposing a randomly sampled point
## INFO [11:16:26.870] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:26.879] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:26.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:27.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:27.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:27.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:27.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:27.533] [mlr3] Finished benchmark
## INFO [11:16:27.548] [bbotk] Result of batch 324:
## INFO [11:16:27.549] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:27.549] [bbotk] 4 3 TRUE gini 0.3459305 0.8033048 0
## INFO [11:16:27.549] [bbotk] errors runtime_learners uhash
## INFO [11:16:27.549] [bbotk] 0 0.606 2b9f531a-2f2e-4fec-8795-a06a442b61df
## WARN [11:16:27.552] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:27.552] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:27.552] [bbotk] Proposing a randomly sampled point
## INFO [11:16:27.561] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:27.570] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:27.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:27.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:27.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:27.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:27.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:27.843] [mlr3] Finished benchmark
## INFO [11:16:27.857] [bbotk] Result of batch 325:
## INFO [11:16:27.858] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:27.858] [bbotk] 2 324 FALSE gini 0.8074611 0.7031483 0
## INFO [11:16:27.858] [bbotk] errors runtime_learners uhash
## INFO [11:16:27.858] [bbotk] 0 0.249 fe04953f-f13c-42c8-af77-64ae0049b320
## WARN [11:16:27.862] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:27.862] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:27.862] [bbotk] Proposing a randomly sampled point
## INFO [11:16:27.871] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:27.880] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:27.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:27.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:28.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:28.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:28.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:28.270] [mlr3] Finished benchmark
## INFO [11:16:28.293] [bbotk] Result of batch 326:
## INFO [11:16:28.294] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:28.294] [bbotk] 2 41 TRUE extratrees 0.2949128 0.688212 0
## INFO [11:16:28.294] [bbotk] errors runtime_learners uhash
## INFO [11:16:28.294] [bbotk] 0 0.342 67ad9f73-98ff-4ede-9bbd-e1abeca5ca89
## WARN [11:16:28.298] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:28.298] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:28.298] [bbotk] Proposing a randomly sampled point
## INFO [11:16:28.307] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:28.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:28.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:28.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:28.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:28.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:28.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:28.476] [mlr3] Finished benchmark
## INFO [11:16:28.490] [bbotk] Result of batch 327:
## INFO [11:16:28.491] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:28.491] [bbotk] 2 330 TRUE gini 0.1188494 0.6 0
## INFO [11:16:28.491] [bbotk] errors runtime_learners uhash
## INFO [11:16:28.491] [bbotk] 0 0.135 05beda0a-859a-4252-86c3-bda6427bb77f
## WARN [11:16:28.494] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:28.495] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:28.495] [bbotk] Proposing a randomly sampled point
## INFO [11:16:28.503] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:28.513] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:28.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:28.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:28.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:28.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:28.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:28.699] [mlr3] Finished benchmark
## INFO [11:16:28.766] [bbotk] Result of batch 328:
## INFO [11:16:28.767] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:28.767] [bbotk] 2 472 FALSE extratrees 0.1374728 0.6 0
## INFO [11:16:28.767] [bbotk] errors runtime_learners uhash
## INFO [11:16:28.767] [bbotk] 0 0.159 ada469cd-8e98-4597-94af-5d26e58a43d8
## WARN [11:16:28.773] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:28.773] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:28.774] [bbotk] Proposing a randomly sampled point
## INFO [11:16:28.791] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:28.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:28.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:28.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:28.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:28.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:28.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:28.977] [mlr3] Finished benchmark
## INFO [11:16:28.991] [bbotk] Result of batch 329:
## INFO [11:16:28.992] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:28.992] [bbotk] 1 179 TRUE gini 0.1154233 0.6 0
## INFO [11:16:28.992] [bbotk] errors runtime_learners uhash
## INFO [11:16:28.992] [bbotk] 0 0.138 ea366565-da1f-4549-8c13-69f143d762b5
## WARN [11:16:28.995] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:28.995] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:28.996] [bbotk] Proposing a randomly sampled point
## INFO [11:16:29.004] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:29.014] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:29.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:29.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:29.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:29.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:29.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:29.327] [mlr3] Finished benchmark
## INFO [11:16:29.342] [bbotk] Result of batch 330:
## INFO [11:16:29.343] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:29.343] [bbotk] 1 232 FALSE extratrees 0.696837 0.7158403 0
## INFO [11:16:29.343] [bbotk] errors runtime_learners uhash
## INFO [11:16:29.343] [bbotk] 0 0.288 3992fb16-52be-44c9-8b1f-7c408764e384
## WARN [11:16:29.346] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:29.347] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:29.347] [bbotk] Proposing a randomly sampled point
## INFO [11:16:29.356] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:29.365] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:29.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:29.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:29.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:29.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:29.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:29.867] [mlr3] Finished benchmark
## INFO [11:16:29.890] [bbotk] Result of batch 331:
## INFO [11:16:29.891] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:29.891] [bbotk] 3 50 FALSE extratrees 0.5013979 0.6861918 0
## INFO [11:16:29.891] [bbotk] errors runtime_learners uhash
## INFO [11:16:29.891] [bbotk] 0 0.465 35e74b77-7966-4c20-8bdc-eba7b02c3c06
## WARN [11:16:29.894] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:29.895] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:29.895] [bbotk] Proposing a randomly sampled point
## INFO [11:16:29.904] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:29.913] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:29.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:29.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:30.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:30.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:30.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:30.171] [mlr3] Finished benchmark
## INFO [11:16:30.186] [bbotk] Result of batch 332:
## INFO [11:16:30.187] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:30.187] [bbotk] 5 456 FALSE gini 0.8571391 0.7277155 0
## INFO [11:16:30.187] [bbotk] errors runtime_learners uhash
## INFO [11:16:30.187] [bbotk] 0 0.232 43dd6da2-267c-4c98-a5e7-7c70fa70941b
## WARN [11:16:30.190] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:30.191] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:30.191] [bbotk] Proposing a randomly sampled point
## INFO [11:16:30.199] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:30.209] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:30.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:30.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:30.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:30.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:30.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:30.693] [mlr3] Finished benchmark
## INFO [11:16:30.708] [bbotk] Result of batch 333:
## INFO [11:16:30.709] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:30.709] [bbotk] 4 15 TRUE extratrees 0.2871135 0.7088501 0
## INFO [11:16:30.709] [bbotk] errors runtime_learners uhash
## INFO [11:16:30.709] [bbotk] 0 0.457 7d32fc91-05b6-43ea-b258-fcea6fc68603
## WARN [11:16:30.712] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:30.712] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:30.713] [bbotk] Proposing a randomly sampled point
## INFO [11:16:30.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:30.760] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:30.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:30.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:30.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:31.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:31.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:31.196] [mlr3] Finished benchmark
## INFO [11:16:31.212] [bbotk] Result of batch 334:
## INFO [11:16:31.212] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:31.212] [bbotk] 5 217 FALSE gini 0.8433038 0.7296386 0
## INFO [11:16:31.212] [bbotk] errors runtime_learners uhash
## INFO [11:16:31.212] [bbotk] 0 0.405 2fccd839-d367-4216-a90a-caddc5d95143
## WARN [11:16:31.215] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:31.216] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:31.216] [bbotk] Proposing a randomly sampled point
## INFO [11:16:31.225] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:31.234] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:31.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:31.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:31.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:31.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:31.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:31.421] [mlr3] Finished benchmark
## INFO [11:16:31.436] [bbotk] Result of batch 335:
## INFO [11:16:31.437] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:31.437] [bbotk] 1 183 FALSE extratrees 0.1053177 0.4 0
## INFO [11:16:31.437] [bbotk] errors runtime_learners uhash
## INFO [11:16:31.437] [bbotk] 0 0.162 9993122f-b6b8-4a3a-bcaa-baf61160ff24
## WARN [11:16:31.440] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:31.441] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:31.441] [bbotk] Proposing a randomly sampled point
## INFO [11:16:31.450] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:31.459] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:31.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:31.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:31.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:31.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:31.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:31.764] [mlr3] Finished benchmark
## INFO [11:16:31.786] [bbotk] Result of batch 336:
## INFO [11:16:31.788] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:31.788] [bbotk] 3 259 TRUE extratrees 0.5486529 0.7324083 0
## INFO [11:16:31.788] [bbotk] errors runtime_learners uhash
## INFO [11:16:31.788] [bbotk] 0 0.264 d09fdbcb-4615-4c0f-ab1d-2ed740826491
## WARN [11:16:31.793] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:31.793] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:31.794] [bbotk] Proposing a randomly sampled point
## INFO [11:16:31.804] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:31.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:31.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:31.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:31.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:32.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:32.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:32.147] [mlr3] Finished benchmark
## INFO [11:16:32.162] [bbotk] Result of batch 337:
## INFO [11:16:32.163] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:32.163] [bbotk] 1 191 FALSE extratrees 0.7013631 0.7139172 0
## INFO [11:16:32.163] [bbotk] errors runtime_learners uhash
## INFO [11:16:32.163] [bbotk] 0 0.305 688637aa-b90e-4d41-8b28-788856461c3a
## WARN [11:16:32.166] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:32.166] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:32.166] [bbotk] Proposing a randomly sampled point
## INFO [11:16:32.175] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:32.184] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:32.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:32.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:32.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:32.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:32.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:32.479] [mlr3] Finished benchmark
## INFO [11:16:32.494] [bbotk] Result of batch 338:
## INFO [11:16:32.494] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:32.494] [bbotk] 1 138 FALSE extratrees 0.3476171 0.7269766 0
## INFO [11:16:32.494] [bbotk] errors runtime_learners uhash
## INFO [11:16:32.494] [bbotk] 0 0.271 8239ac04-d90d-4f27-8d6a-c499d342e77d
## WARN [11:16:32.498] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:32.498] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:32.498] [bbotk] Proposing a randomly sampled point
## INFO [11:16:32.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:32.538] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:32.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:32.622] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:32.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:32.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:32.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:32.928] [mlr3] Finished benchmark
## INFO [11:16:32.943] [bbotk] Result of batch 339:
## INFO [11:16:32.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:32.944] [bbotk] 2 106 TRUE gini 0.6182545 0.7090146 0
## INFO [11:16:32.944] [bbotk] errors runtime_learners uhash
## INFO [11:16:32.944] [bbotk] 0 0.355 9ecc9e7f-66e3-4f76-8883-9a5527ab84d2
## WARN [11:16:32.947] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:32.947] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:32.948] [bbotk] Proposing a randomly sampled point
## INFO [11:16:32.956] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:32.965] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:32.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:33.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:33.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:33.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:33.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:33.200] [mlr3] Finished benchmark
## INFO [11:16:33.215] [bbotk] Result of batch 340:
## INFO [11:16:33.215] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:33.215] [bbotk] 1 215 TRUE gini 0.4491154 0.6877908 0
## INFO [11:16:33.215] [bbotk] errors runtime_learners uhash
## INFO [11:16:33.215] [bbotk] 0 0.208 046f3e82-3df9-4cc8-9128-c01956ca8c42
## WARN [11:16:33.219] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:33.219] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:33.219] [bbotk] Proposing a randomly sampled point
## INFO [11:16:33.228] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:33.237] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:33.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:33.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:33.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:33.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:33.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:33.429] [mlr3] Finished benchmark
## INFO [11:16:33.452] [bbotk] Result of batch 341:
## INFO [11:16:33.453] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:33.453] [bbotk] 4 398 FALSE extratrees 0.3503709 0.6 0
## INFO [11:16:33.453] [bbotk] errors runtime_learners uhash
## INFO [11:16:33.453] [bbotk] 0 0.151 a623ad1c-1eef-4115-8b5b-55f9f3782b27
## WARN [11:16:33.458] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:33.459] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:33.459] [bbotk] Proposing a randomly sampled point
## INFO [11:16:33.473] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:33.483] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:33.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:33.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:33.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:33.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:33.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:33.782] [mlr3] Finished benchmark
## INFO [11:16:33.796] [bbotk] Result of batch 342:
## INFO [11:16:33.797] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:33.797] [bbotk] 3 175 TRUE gini 0.4607358 0.6990426 0
## INFO [11:16:33.797] [bbotk] errors runtime_learners uhash
## INFO [11:16:33.797] [bbotk] 0 0.271 8ddb0527-57b0-4e70-b414-604456c353d6
## WARN [11:16:33.800] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:33.801] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:33.801] [bbotk] Proposing a randomly sampled point
## INFO [11:16:33.810] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:33.819] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:33.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:33.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:33.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:33.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:34.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:34.072] [mlr3] Finished benchmark
## INFO [11:16:34.087] [bbotk] Result of batch 343:
## INFO [11:16:34.087] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:34.087] [bbotk] 5 434 TRUE gini 0.7451574 0.6670066 0
## INFO [11:16:34.087] [bbotk] errors runtime_learners uhash
## INFO [11:16:34.087] [bbotk] 0 0.225 79a8efc1-a5ed-478e-9998-bf168219359a
## WARN [11:16:34.091] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:34.091] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:34.091] [bbotk] Proposing a randomly sampled point
## INFO [11:16:34.100] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:34.124] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:34.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:34.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:34.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:34.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:34.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:34.439] [mlr3] Finished benchmark
## INFO [11:16:34.454] [bbotk] Result of batch 344:
## INFO [11:16:34.455] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:34.455] [bbotk] 1 349 FALSE extratrees 0.8428833 0.7307986 0
## INFO [11:16:34.455] [bbotk] errors runtime_learners uhash
## INFO [11:16:34.455] [bbotk] 0 0.275 dc617724-892d-49ab-aa4a-6a53d9237d32
## WARN [11:16:34.458] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:34.458] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:34.459] [bbotk] Proposing a randomly sampled point
## INFO [11:16:34.467] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:34.477] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:34.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:34.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:34.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:34.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:34.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:34.631] [mlr3] Finished benchmark
## INFO [11:16:34.646] [bbotk] Result of batch 345:
## INFO [11:16:34.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:34.647] [bbotk] 4 436 TRUE gini 0.313512 0.6 0
## INFO [11:16:34.647] [bbotk] errors runtime_learners uhash
## INFO [11:16:34.647] [bbotk] 0 0.127 7525f88b-b0c1-4d0d-8b17-d78367c6d6ec
## WARN [11:16:34.650] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:34.650] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:34.651] [bbotk] Proposing a randomly sampled point
## INFO [11:16:34.659] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:34.669] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:34.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:34.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:34.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:34.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:35.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:35.178] [mlr3] Finished benchmark
## INFO [11:16:35.202] [bbotk] Result of batch 346:
## INFO [11:16:35.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:35.203] [bbotk] 4 85 TRUE gini 0.6668614 0.7274518 0
## INFO [11:16:35.203] [bbotk] errors runtime_learners uhash
## INFO [11:16:35.203] [bbotk] 0 0.47 63c15b02-61a4-4e5d-ab7b-a5b48c1bfefc
## WARN [11:16:35.208] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:35.209] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:35.209] [bbotk] Proposing a randomly sampled point
## INFO [11:16:35.225] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:35.235] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:35.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:35.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:35.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:35.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:35.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:35.788] [mlr3] Finished benchmark
## INFO [11:16:35.803] [bbotk] Result of batch 347:
## INFO [11:16:35.803] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:35.803] [bbotk] 5 111 FALSE gini 0.9573094 0.7452607 0
## INFO [11:16:35.803] [bbotk] errors runtime_learners uhash
## INFO [11:16:35.803] [bbotk] 0 0.524 bf0ef5a9-b175-42a2-b610-7dc24401361b
## WARN [11:16:35.807] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:35.807] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:35.807] [bbotk] Proposing a randomly sampled point
## INFO [11:16:35.816] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:35.825] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:35.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:35.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:35.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:35.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:36.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:36.056] [mlr3] Finished benchmark
## INFO [11:16:36.071] [bbotk] Result of batch 348:
## INFO [11:16:36.072] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:36.072] [bbotk] 5 431 FALSE gini 0.6245468 0.6593143 0
## INFO [11:16:36.072] [bbotk] errors runtime_learners uhash
## INFO [11:16:36.072] [bbotk] 0 0.204 09b65edd-fd6d-4147-8396-d496c295fd2d
## WARN [11:16:36.075] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:36.075] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:36.076] [bbotk] Proposing a randomly sampled point
## INFO [11:16:36.084] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:36.111] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:36.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:36.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:36.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:36.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:36.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:36.411] [mlr3] Finished benchmark
## INFO [11:16:36.426] [bbotk] Result of batch 349:
## INFO [11:16:36.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:36.427] [bbotk] 4 374 TRUE gini 0.7118325 0.693282 0
## INFO [11:16:36.427] [bbotk] errors runtime_learners uhash
## INFO [11:16:36.427] [bbotk] 0 0.261 9007bb41-cb88-4461-909a-8c840a1d11c8
## WARN [11:16:36.430] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:36.431] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:36.431] [bbotk] Proposing a randomly sampled point
## INFO [11:16:36.439] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:36.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:36.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:36.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:36.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:36.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:36.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:36.875] [mlr3] Finished benchmark
## INFO [11:16:36.890] [bbotk] Result of batch 350:
## INFO [11:16:36.891] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:36.891] [bbotk] 1 139 TRUE extratrees 0.8800921 0.6940542 0
## INFO [11:16:36.891] [bbotk] errors runtime_learners uhash
## INFO [11:16:36.891] [bbotk] 0 0.4 f7db1dce-4ed4-40f5-b1ee-21201e1fe3f9
## WARN [11:16:36.895] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:36.895] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:36.895] [bbotk] Proposing a randomly sampled point
## INFO [11:16:36.904] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:36.913] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:36.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:37.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:37.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:37.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:37.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:37.391] [mlr3] Finished benchmark
## INFO [11:16:37.414] [bbotk] Result of batch 351:
## INFO [11:16:37.415] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:37.415] [bbotk] 3 159 FALSE extratrees 0.9011823 0.6764602 0
## INFO [11:16:37.415] [bbotk] errors runtime_learners uhash
## INFO [11:16:37.415] [bbotk] 0 0.445 2ffb9728-4c77-4994-8aeb-ef366db58304
## WARN [11:16:37.421] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:37.421] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:37.422] [bbotk] Proposing a randomly sampled point
## INFO [11:16:37.433] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:37.443] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:37.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:37.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:37.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:37.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:37.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:37.616] [mlr3] Finished benchmark
## INFO [11:16:37.631] [bbotk] Result of batch 352:
## INFO [11:16:37.632] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:37.632] [bbotk] 3 395 FALSE extratrees 0.3351791 0.6 0
## INFO [11:16:37.632] [bbotk] errors runtime_learners uhash
## INFO [11:16:37.632] [bbotk] 0 0.149 26d4416e-f40f-4255-a187-c4c0c1771c19
## WARN [11:16:37.635] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:37.636] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:37.636] [bbotk] Proposing a randomly sampled point
## INFO [11:16:37.645] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:37.654] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:37.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:37.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:37.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:37.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:37.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:37.876] [mlr3] Finished benchmark
## INFO [11:16:37.891] [bbotk] Result of batch 353:
## INFO [11:16:37.892] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:37.892] [bbotk] 1 265 FALSE gini 0.4485847 0.6668016 0
## INFO [11:16:37.892] [bbotk] errors runtime_learners uhash
## INFO [11:16:37.892] [bbotk] 0 0.197 9e70dc73-54da-4d59-bb3d-a7643ef63966
## WARN [11:16:37.895] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:37.895] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:37.896] [bbotk] Proposing a randomly sampled point
## INFO [11:16:37.916] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:37.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:37.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:37.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:38.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:38.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:38.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:38.106] [mlr3] Finished benchmark
## INFO [11:16:38.121] [bbotk] Result of batch 354:
## INFO [11:16:38.122] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:38.122] [bbotk] 3 472 TRUE gini 0.3720282 0.4 0
## INFO [11:16:38.122] [bbotk] errors runtime_learners uhash
## INFO [11:16:38.122] [bbotk] 0 0.137 e6da3eba-8b9f-4724-a4e3-97d0043854c9
## WARN [11:16:38.125] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:38.125] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:38.126] [bbotk] Proposing a randomly sampled point
## INFO [11:16:38.134] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:38.143] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:38.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:38.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:38.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:38.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:38.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:38.717] [mlr3] Finished benchmark
## INFO [11:16:38.732] [bbotk] Result of batch 355:
## INFO [11:16:38.733] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:38.733] [bbotk] 4 47 FALSE gini 0.609863 0.7494542 0
## INFO [11:16:38.733] [bbotk] errors runtime_learners uhash
## INFO [11:16:38.733] [bbotk] 0 0.545 d91a714a-766a-4d80-9b9c-433a0a5d8b85
## WARN [11:16:38.736] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:38.736] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:38.737] [bbotk] Proposing a randomly sampled point
## INFO [11:16:38.745] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:38.754] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:38.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:38.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:38.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:38.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:38.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:38.940] [mlr3] Finished benchmark
## INFO [11:16:38.963] [bbotk] Result of batch 356:
## INFO [11:16:38.965] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:38.965] [bbotk] 5 421 TRUE gini 0.1984452 0.6 0
## INFO [11:16:38.965] [bbotk] errors runtime_learners uhash
## INFO [11:16:38.965] [bbotk] 0 0.142 aad43ed7-6ed3-4c4c-9f68-fb4fe5570275
## WARN [11:16:38.969] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:38.969] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:38.970] [bbotk] Proposing a randomly sampled point
## INFO [11:16:38.979] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:38.988] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:38.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:39.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:39.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:39.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:39.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:39.299] [mlr3] Finished benchmark
## INFO [11:16:39.315] [bbotk] Result of batch 357:
## INFO [11:16:39.316] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:39.316] [bbotk] 3 370 TRUE gini 0.8682867 0.6971735 0
## INFO [11:16:39.316] [bbotk] errors runtime_learners uhash
## INFO [11:16:39.316] [bbotk] 0 0.286 ea3c216e-002a-4d03-84ea-f5bdab8e8f7e
## WARN [11:16:39.319] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:39.319] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:39.319] [bbotk] Proposing a randomly sampled point
## INFO [11:16:39.328] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:39.338] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:39.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:39.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:39.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:39.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:39.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:39.793] [mlr3] Finished benchmark
## INFO [11:16:39.808] [bbotk] Result of batch 358:
## INFO [11:16:39.808] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:39.808] [bbotk] 3 156 FALSE extratrees 0.9297054 0.6801333 0
## INFO [11:16:39.808] [bbotk] errors runtime_learners uhash
## INFO [11:16:39.808] [bbotk] 0 0.431 f2f91102-6b4b-43d8-82c4-dbd15a9a88f0
## WARN [11:16:39.823] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:39.823] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:39.824] [bbotk] Proposing a randomly sampled point
## INFO [11:16:39.842] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:39.861] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:39.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:39.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:39.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:39.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:39.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:40.026] [mlr3] Finished benchmark
## INFO [11:16:40.041] [bbotk] Result of batch 359:
## INFO [11:16:40.041] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:40.041] [bbotk] 3 172 TRUE gini 0.1690091 0.4 0
## INFO [11:16:40.041] [bbotk] errors runtime_learners uhash
## INFO [11:16:40.041] [bbotk] 0 0.136 a50a716b-d788-4868-99e8-17c00be2f665
## WARN [11:16:40.045] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:40.045] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:40.045] [bbotk] Proposing a randomly sampled point
## INFO [11:16:40.054] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:40.064] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:40.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:40.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:40.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:40.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:40.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:40.377] [mlr3] Finished benchmark
## INFO [11:16:40.392] [bbotk] Result of batch 360:
## INFO [11:16:40.393] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:40.393] [bbotk] 4 308 FALSE gini 0.7535566 0.727729 0
## INFO [11:16:40.393] [bbotk] errors runtime_learners uhash
## INFO [11:16:40.393] [bbotk] 0 0.286 d131b274-a925-4acd-a62a-f7c70bbd8903
## WARN [11:16:40.396] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:40.396] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:40.396] [bbotk] Proposing a randomly sampled point
## INFO [11:16:40.405] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:40.414] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:40.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:40.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:40.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:40.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:40.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:40.744] [mlr3] Finished benchmark
## INFO [11:16:40.762] [bbotk] Result of batch 361:
## INFO [11:16:40.763] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:40.763] [bbotk] 3 435 TRUE extratrees 0.8311112 0.7307554 0
## INFO [11:16:40.763] [bbotk] errors runtime_learners uhash
## INFO [11:16:40.763] [bbotk] 0 0.295 c9c1a157-6fca-4ff9-9cd5-87d32cdbf610
## WARN [11:16:40.766] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:40.766] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:40.767] [bbotk] Proposing a randomly sampled point
## INFO [11:16:40.776] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:40.785] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:40.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:40.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:40.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:40.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:40.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:40.939] [mlr3] Finished benchmark
## INFO [11:16:40.954] [bbotk] Result of batch 362:
## INFO [11:16:40.955] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:40.955] [bbotk] 3 469 TRUE extratrees 0.4434802 0.6 0
## INFO [11:16:40.955] [bbotk] errors runtime_learners uhash
## INFO [11:16:40.955] [bbotk] 0 0.13 4dc4ee62-c097-477a-a624-f85495833589
## WARN [11:16:40.958] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:40.958] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:40.959] [bbotk] Proposing a randomly sampled point
## INFO [11:16:40.968] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:40.977] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:40.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:41.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:41.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:41.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:41.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:41.339] [mlr3] Finished benchmark
## INFO [11:16:41.370] [bbotk] Result of batch 363:
## INFO [11:16:41.371] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:41.371] [bbotk] 4 159 TRUE extratrees 0.5461643 0.6938379 0
## INFO [11:16:41.371] [bbotk] errors runtime_learners uhash
## INFO [11:16:41.371] [bbotk] 0 0.336 29fc2c58-cb6e-4a40-8276-01e573246e7f
## WARN [11:16:41.377] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:41.377] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:41.378] [bbotk] Proposing a randomly sampled point
## INFO [11:16:41.395] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:41.411] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:41.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:41.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:41.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:41.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:41.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:41.879] [mlr3] Finished benchmark
## INFO [11:16:41.894] [bbotk] Result of batch 364:
## INFO [11:16:41.895] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:41.895] [bbotk] 4 144 FALSE gini 0.8195196 0.7316964 0
## INFO [11:16:41.895] [bbotk] errors runtime_learners uhash
## INFO [11:16:41.895] [bbotk] 0 0.439 7ac9f559-3e6c-4c25-8243-b03d7baca93a
## WARN [11:16:41.899] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:41.899] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:41.900] [bbotk] Proposing a randomly sampled point
## INFO [11:16:41.909] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:41.918] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:41.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:41.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:42.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:42.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:42.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:42.201] [mlr3] Finished benchmark
## INFO [11:16:42.216] [bbotk] Result of batch 365:
## INFO [11:16:42.216] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:42.216] [bbotk] 2 446 FALSE extratrees 0.9525313 0.7269093 0
## INFO [11:16:42.216] [bbotk] errors runtime_learners uhash
## INFO [11:16:42.216] [bbotk] 0 0.256 48d12633-c48c-4b39-92a6-7e86864e019f
## WARN [11:16:42.220] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:42.220] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:42.220] [bbotk] Proposing a randomly sampled point
## INFO [11:16:42.229] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:42.252] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:42.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:42.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:42.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:42.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:42.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:42.435] [mlr3] Finished benchmark
## INFO [11:16:42.450] [bbotk] Result of batch 366:
## INFO [11:16:42.451] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:42.451] [bbotk] 2 261 TRUE extratrees 0.1846065 0.6 0
## INFO [11:16:42.451] [bbotk] errors runtime_learners uhash
## INFO [11:16:42.451] [bbotk] 0 0.143 aa32398a-aa02-4460-a8f2-52e4e184c974
## WARN [11:16:42.454] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:42.454] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:42.455] [bbotk] Proposing a randomly sampled point
## INFO [11:16:42.463] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:42.473] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:42.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:42.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:42.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:42.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:42.624] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:42.661] [mlr3] Finished benchmark
## INFO [11:16:42.678] [bbotk] Result of batch 367:
## INFO [11:16:42.679] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:42.679] [bbotk] 1 500 TRUE gini 0.608367 0.6630633 0
## INFO [11:16:42.679] [bbotk] errors runtime_learners uhash
## INFO [11:16:42.679] [bbotk] 0 0.161 cfc57fe0-f3b8-4234-9558-f3f5e74dfaf7
## WARN [11:16:42.683] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:42.684] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:42.684] [bbotk] Proposing a randomly sampled point
## INFO [11:16:42.695] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:42.705] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:42.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:42.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:42.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:42.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:42.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:42.884] [mlr3] Finished benchmark
## INFO [11:16:42.908] [bbotk] Result of batch 368:
## INFO [11:16:42.909] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:42.909] [bbotk] 2 323 TRUE extratrees 0.1155851 0.6 0
## INFO [11:16:42.909] [bbotk] errors runtime_learners uhash
## INFO [11:16:42.909] [bbotk] 0 0.149 fe3d1723-7589-41e7-9da1-a4e5aad2a62b
## WARN [11:16:42.915] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:42.915] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:42.916] [bbotk] Proposing a randomly sampled point
## INFO [11:16:42.930] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:42.939] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:42.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:42.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:43.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:43.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:43.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:43.166] [mlr3] Finished benchmark
## INFO [11:16:43.181] [bbotk] Result of batch 369:
## INFO [11:16:43.182] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:43.182] [bbotk] 2 321 FALSE gini 0.5454138 0.668824 0
## INFO [11:16:43.182] [bbotk] errors runtime_learners uhash
## INFO [11:16:43.182] [bbotk] 0 0.199 6afde383-380d-4d5e-86dd-cd9a6da51615
## WARN [11:16:43.185] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:43.185] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:43.186] [bbotk] Proposing a randomly sampled point
## INFO [11:16:43.194] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:43.204] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:43.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:43.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:43.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:43.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:43.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:43.425] [mlr3] Finished benchmark
## INFO [11:16:43.440] [bbotk] Result of batch 370:
## INFO [11:16:43.441] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:43.441] [bbotk] 4 486 TRUE extratrees 0.6148584 0.7072802 0
## INFO [11:16:43.441] [bbotk] errors runtime_learners uhash
## INFO [11:16:43.441] [bbotk] 0 0.194 3a4a3651-b070-4f2d-b9c2-932b6a5216a1
## WARN [11:16:43.444] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:43.445] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:43.445] [bbotk] Proposing a randomly sampled point
## INFO [11:16:43.467] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:43.486] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:43.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:43.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:43.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:43.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:43.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:43.726] [mlr3] Finished benchmark
## INFO [11:16:43.741] [bbotk] Result of batch 371:
## INFO [11:16:43.742] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:43.742] [bbotk] 1 346 FALSE gini 0.6290412 0.6842013 0
## INFO [11:16:43.742] [bbotk] errors runtime_learners uhash
## INFO [11:16:43.742] [bbotk] 0 0.208 2f485b61-6fbf-4142-9912-763c19976a77
## WARN [11:16:43.746] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:43.746] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:43.746] [bbotk] Proposing a randomly sampled point
## INFO [11:16:43.755] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:43.764] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:43.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:43.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:43.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:44.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:44.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:44.194] [mlr3] Finished benchmark
## INFO [11:16:44.209] [bbotk] Result of batch 372:
## INFO [11:16:44.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:44.210] [bbotk] 1 25 FALSE gini 0.4510729 0.729289 0
## INFO [11:16:44.210] [bbotk] errors runtime_learners uhash
## INFO [11:16:44.210] [bbotk] 0 0.399 c9e304b0-baf1-443f-aba2-689aaeb6c466
## WARN [11:16:44.213] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:44.214] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:44.214] [bbotk] Proposing a randomly sampled point
## INFO [11:16:44.222] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:44.231] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:44.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:44.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:44.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:44.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:44.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:44.845] [mlr3] Finished benchmark
## INFO [11:16:44.860] [bbotk] Result of batch 373:
## INFO [11:16:44.861] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:44.861] [bbotk] 5 164 FALSE extratrees 0.9955944 0.6819351 0
## INFO [11:16:44.861] [bbotk] errors runtime_learners uhash
## INFO [11:16:44.861] [bbotk] 0 0.571 c7bb3525-a2d0-4b58-a18e-916dafd6d4d6
## WARN [11:16:44.864] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:44.865] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:44.865] [bbotk] Proposing a randomly sampled point
## INFO [11:16:44.874] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:44.883] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:44.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:45.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:45.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:45.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:45.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:45.475] [mlr3] Finished benchmark
## INFO [11:16:45.491] [bbotk] Result of batch 374:
## INFO [11:16:45.492] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:45.492] [bbotk] 5 55 FALSE extratrees 0.6148133 0.6974657 0
## INFO [11:16:45.492] [bbotk] errors runtime_learners uhash
## INFO [11:16:45.492] [bbotk] 0 0.563 b0c5671d-166b-4347-b735-36c40be66631
## WARN [11:16:45.495] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:45.495] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:45.495] [bbotk] Proposing a randomly sampled point
## INFO [11:16:45.504] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:45.514] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:45.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:45.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:45.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:45.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:45.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:45.708] [mlr3] Finished benchmark
## INFO [11:16:45.731] [bbotk] Result of batch 375:
## INFO [11:16:45.732] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:45.732] [bbotk] 3 435 FALSE gini 0.3274152 0.6 0
## INFO [11:16:45.732] [bbotk] errors runtime_learners uhash
## INFO [11:16:45.732] [bbotk] 0 0.165 fcd98053-222f-4b2b-8bf2-cee0814e9fbf
## WARN [11:16:45.738] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:45.738] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:45.739] [bbotk] Proposing a randomly sampled point
## INFO [11:16:45.752] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:45.762] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:45.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:45.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:45.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:46.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:46.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:46.312] [mlr3] Finished benchmark
## INFO [11:16:46.327] [bbotk] Result of batch 376:
## INFO [11:16:46.328] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:46.328] [bbotk] 3 51 TRUE gini 0.7554991 0.7424753 0
## INFO [11:16:46.328] [bbotk] errors runtime_learners uhash
## INFO [11:16:46.328] [bbotk] 0 0.523 cd5e6e54-c602-4628-bc01-616c207dd727
## WARN [11:16:46.331] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:46.331] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:46.331] [bbotk] Proposing a randomly sampled point
## INFO [11:16:46.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:46.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:46.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:46.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:46.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:46.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:46.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:46.637] [mlr3] Finished benchmark
## INFO [11:16:46.652] [bbotk] Result of batch 377:
## INFO [11:16:46.665] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:46.665] [bbotk] 2 182 FALSE extratrees 0.4306025 0.7269093 0
## INFO [11:16:46.665] [bbotk] errors runtime_learners uhash
## INFO [11:16:46.665] [bbotk] 0 0.262 866f5a9f-cd89-4d40-a92a-a240b552b95f
## WARN [11:16:46.671] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:46.671] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:46.672] [bbotk] Proposing a randomly sampled point
## INFO [11:16:46.690] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:46.708] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:46.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:46.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:46.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:46.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:46.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:46.872] [mlr3] Finished benchmark
## INFO [11:16:46.887] [bbotk] Result of batch 378:
## INFO [11:16:46.888] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:46.888] [bbotk] 1 230 TRUE extratrees 0.1256341 0.6 0
## INFO [11:16:46.888] [bbotk] errors runtime_learners uhash
## INFO [11:16:46.888] [bbotk] 0 0.137 32f8d393-6131-4202-bcf5-0bb3fb68e079
## WARN [11:16:46.892] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:46.892] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:46.892] [bbotk] Proposing a randomly sampled point
## INFO [11:16:46.901] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:46.910] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:46.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:46.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:47.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:47.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:47.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:47.286] [mlr3] Finished benchmark
## INFO [11:16:47.301] [bbotk] Result of batch 379:
## INFO [11:16:47.302] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:47.302] [bbotk] 5 43 FALSE gini 0.1911168 0.7122885 0
## INFO [11:16:47.302] [bbotk] errors runtime_learners uhash
## INFO [11:16:47.302] [bbotk] 0 0.349 d9831f67-2ed2-4397-a8de-ffe1ec1bba88
## WARN [11:16:47.305] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:47.305] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:47.305] [bbotk] Proposing a randomly sampled point
## INFO [11:16:47.314] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:47.365] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:47.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:47.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:47.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:47.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:47.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:47.551] [mlr3] Finished benchmark
## INFO [11:16:47.572] [bbotk] Result of batch 380:
## INFO [11:16:47.573] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:47.573] [bbotk] 4 463 TRUE gini 0.353491 0.6 0
## INFO [11:16:47.573] [bbotk] errors runtime_learners uhash
## INFO [11:16:47.573] [bbotk] 0 0.145 69f77772-b767-4561-aa93-9baa300749f7
## WARN [11:16:47.576] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:47.576] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:47.577] [bbotk] Proposing a randomly sampled point
## INFO [11:16:47.586] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:47.595] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:47.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:47.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:47.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:47.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:47.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:47.765] [mlr3] Finished benchmark
## INFO [11:16:47.780] [bbotk] Result of batch 381:
## INFO [11:16:47.781] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:47.781] [bbotk] 4 427 FALSE extratrees 0.3710149 0.6 0
## INFO [11:16:47.781] [bbotk] errors runtime_learners uhash
## INFO [11:16:47.781] [bbotk] 0 0.143 7cfcbbdf-65e5-4d66-bb73-6f8760bd2f5b
## WARN [11:16:47.784] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:47.785] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:47.785] [bbotk] Proposing a randomly sampled point
## INFO [11:16:47.794] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:47.804] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:47.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:47.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:48.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:48.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:48.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:48.407] [mlr3] Finished benchmark
## INFO [11:16:48.430] [bbotk] Result of batch 382:
## INFO [11:16:48.431] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:48.431] [bbotk] 2 52 FALSE extratrees 0.9765065 0.6974635 0
## INFO [11:16:48.431] [bbotk] errors runtime_learners uhash
## INFO [11:16:48.431] [bbotk] 0 0.574 b03e19cf-5124-4b62-9cba-fb1a1e26ec77
## WARN [11:16:48.437] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:48.437] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:48.438] [bbotk] Proposing a randomly sampled point
## INFO [11:16:48.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:48.474] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:48.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:48.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:48.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:48.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:48.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:49.123] [mlr3] Finished benchmark
## INFO [11:16:49.138] [bbotk] Result of batch 383:
## INFO [11:16:49.139] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:49.139] [bbotk] 2 19 FALSE extratrees 0.7128253 0.7294138 0
## INFO [11:16:49.139] [bbotk] errors runtime_learners uhash
## INFO [11:16:49.139] [bbotk] 0 0.616 7e508bee-57b0-4a95-ac95-65d7add072b7
## WARN [11:16:49.142] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:49.143] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:49.143] [bbotk] Proposing a randomly sampled point
## INFO [11:16:49.152] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:49.161] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:49.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:49.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:49.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:49.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:49.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:49.380] [mlr3] Finished benchmark
## INFO [11:16:49.395] [bbotk] Result of batch 384:
## INFO [11:16:49.396] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:49.396] [bbotk] 2 288 FALSE gini 0.4238078 0.6515058 0
## INFO [11:16:49.396] [bbotk] errors runtime_learners uhash
## INFO [11:16:49.396] [bbotk] 0 0.193 c21b12a6-60f5-469f-aa59-90200ee2b5e3
## WARN [11:16:49.399] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:49.400] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:49.400] [bbotk] Proposing a randomly sampled point
## INFO [11:16:49.422] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:49.441] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:49.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:49.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:49.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:49.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:49.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:49.704] [mlr3] Finished benchmark
## INFO [11:16:49.719] [bbotk] Result of batch 385:
## INFO [11:16:49.720] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:49.720] [bbotk] 2 124 TRUE extratrees 0.236953 0.7380158 0
## INFO [11:16:49.720] [bbotk] errors runtime_learners uhash
## INFO [11:16:49.720] [bbotk] 0 0.221 51db13e0-bbb2-48fb-877f-f237450a84f7
## WARN [11:16:49.723] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:49.724] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:49.724] [bbotk] Proposing a randomly sampled point
## INFO [11:16:49.733] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:49.743] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:49.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:49.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:49.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:49.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:49.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:49.918] [mlr3] Finished benchmark
## INFO [11:16:49.933] [bbotk] Result of batch 386:
## INFO [11:16:49.934] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:49.934] [bbotk] 4 497 FALSE gini 0.2893559 0.6 0
## INFO [11:16:49.934] [bbotk] errors runtime_learners uhash
## INFO [11:16:49.934] [bbotk] 0 0.149 116b5db5-0e15-4a1c-baa4-2ed3fdabef93
## WARN [11:16:49.938] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:49.938] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:49.938] [bbotk] Proposing a randomly sampled point
## INFO [11:16:49.947] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:49.956] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:49.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:50.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:50.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:50.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:50.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:50.410] [mlr3] Finished benchmark
## INFO [11:16:50.434] [bbotk] Result of batch 387:
## INFO [11:16:50.435] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:50.435] [bbotk] 5 206 FALSE extratrees 0.7638668 0.6900159 0
## INFO [11:16:50.435] [bbotk] errors runtime_learners uhash
## INFO [11:16:50.435] [bbotk] 0 0.424 07608f76-b367-4cef-b163-1e2de3a87029
## WARN [11:16:50.441] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:50.441] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:50.442] [bbotk] Proposing a randomly sampled point
## INFO [11:16:50.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:50.474] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:50.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:50.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:50.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:50.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:50.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:50.739] [mlr3] Finished benchmark
## INFO [11:16:50.755] [bbotk] Result of batch 388:
## INFO [11:16:50.755] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:50.755] [bbotk] 1 339 FALSE extratrees 0.5977212 0.7402522 0
## INFO [11:16:50.755] [bbotk] errors runtime_learners uhash
## INFO [11:16:50.755] [bbotk] 0 0.238 95dda6cf-63d5-46b7-b713-ab0fd317effd
## WARN [11:16:50.759] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:50.759] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:50.759] [bbotk] Proposing a randomly sampled point
## INFO [11:16:50.768] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:50.777] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:50.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:50.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:50.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:50.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:50.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:50.936] [mlr3] Finished benchmark
## INFO [11:16:50.952] [bbotk] Result of batch 389:
## INFO [11:16:50.952] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:50.952] [bbotk] 2 454 TRUE gini 0.207572 0.4 0
## INFO [11:16:50.952] [bbotk] errors runtime_learners uhash
## INFO [11:16:50.952] [bbotk] 0 0.136 3645c255-f0f5-4ea7-a797-b53e72d10726
## WARN [11:16:50.956] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:50.956] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:50.956] [bbotk] Proposing a randomly sampled point
## INFO [11:16:50.965] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:50.992] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:50.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:51.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:51.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:51.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:51.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:51.419] [mlr3] Finished benchmark
## INFO [11:16:51.435] [bbotk] Result of batch 390:
## INFO [11:16:51.436] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:51.436] [bbotk] 5 277 FALSE extratrees 0.825562 0.6916688 0
## INFO [11:16:51.436] [bbotk] errors runtime_learners uhash
## INFO [11:16:51.436] [bbotk] 0 0.383 633eceeb-8fcc-4592-b057-67b8931e06f7
## WARN [11:16:51.439] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:51.439] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:51.439] [bbotk] Proposing a randomly sampled point
## INFO [11:16:51.448] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:51.458] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:51.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:51.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:51.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:51.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:51.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:51.754] [mlr3] Finished benchmark
## INFO [11:16:51.770] [bbotk] Result of batch 391:
## INFO [11:16:51.771] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:51.771] [bbotk] 2 194 FALSE gini 0.5190644 0.6953695 0
## INFO [11:16:51.771] [bbotk] errors runtime_learners uhash
## INFO [11:16:51.771] [bbotk] 0 0.271 3099c370-0ef2-4790-a2b2-e632fbb74e09
## WARN [11:16:51.774] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:51.774] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:51.775] [bbotk] Proposing a randomly sampled point
## INFO [11:16:51.784] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:51.793] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:51.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:51.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:52.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:52.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:52.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:52.485] [mlr3] Finished benchmark
## INFO [11:16:52.509] [bbotk] Result of batch 392:
## INFO [11:16:52.510] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:52.510] [bbotk] 1 25 TRUE extratrees 0.9550542 0.7068278 0
## INFO [11:16:52.510] [bbotk] errors runtime_learners uhash
## INFO [11:16:52.510] [bbotk] 0 0.656 afbbee3d-26ee-4de8-baf9-e13c2b1ba34f
## WARN [11:16:52.515] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:52.516] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:52.516] [bbotk] Proposing a randomly sampled point
## INFO [11:16:52.530] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:52.540] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:52.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:52.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:52.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:52.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:52.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:52.805] [mlr3] Finished benchmark
## INFO [11:16:52.821] [bbotk] Result of batch 393:
## INFO [11:16:52.821] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:52.821] [bbotk] 3 89 TRUE extratrees 0.2296589 0.7193921 0
## INFO [11:16:52.821] [bbotk] errors runtime_learners uhash
## INFO [11:16:52.821] [bbotk] 0 0.236 c8cec6ba-5fc8-4a60-8a5a-2da743d0be74
## WARN [11:16:52.825] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:52.825] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:52.825] [bbotk] Proposing a randomly sampled point
## INFO [11:16:52.834] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:52.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:52.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:52.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:52.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:52.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:52.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:53.001] [mlr3] Finished benchmark
## INFO [11:16:53.030] [bbotk] Result of batch 394:
## INFO [11:16:53.031] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:53.031] [bbotk] 2 338 TRUE gini 0.2130063 0.4 0
## INFO [11:16:53.031] [bbotk] errors runtime_learners uhash
## INFO [11:16:53.031] [bbotk] 0 0.13 ae364b1c-9177-4769-8a85-cb456216733d
## WARN [11:16:53.037] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:53.037] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:53.038] [bbotk] Proposing a randomly sampled point
## INFO [11:16:53.055] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:53.074] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:53.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:53.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:53.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:53.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:53.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:53.249] [mlr3] Finished benchmark
## INFO [11:16:53.265] [bbotk] Result of batch 395:
## INFO [11:16:53.266] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:53.266] [bbotk] 4 431 FALSE extratrees 0.4841695 0.6 0
## INFO [11:16:53.266] [bbotk] errors runtime_learners uhash
## INFO [11:16:53.266] [bbotk] 0 0.143 27777f46-f342-40b3-b45a-8ab609a629f5
## WARN [11:16:53.269] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:53.270] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:53.270] [bbotk] Proposing a randomly sampled point
## INFO [11:16:53.279] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:53.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:53.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:53.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:53.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:53.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:53.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:53.788] [mlr3] Finished benchmark
## INFO [11:16:53.804] [bbotk] Result of batch 396:
## INFO [11:16:53.805] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:53.805] [bbotk] 5 103 FALSE gini 0.6015517 0.7281878 0
## INFO [11:16:53.805] [bbotk] errors runtime_learners uhash
## INFO [11:16:53.805] [bbotk] 0 0.472 8b5f8b14-27e1-41e3-9736-211c524a1679
## WARN [11:16:53.808] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:53.808] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:53.809] [bbotk] Proposing a randomly sampled point
## INFO [11:16:53.817] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:53.826] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:53.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:53.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:53.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:53.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:54.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:54.050] [mlr3] Finished benchmark
## INFO [11:16:54.071] [bbotk] Result of batch 397:
## INFO [11:16:54.072] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:54.072] [bbotk] 5 487 FALSE gini 0.1955984 0.6 0
## INFO [11:16:54.072] [bbotk] errors runtime_learners uhash
## INFO [11:16:54.072] [bbotk] 0 0.172 005d7e12-a3f4-4ae6-a6fb-05fc7801495a
## WARN [11:16:54.075] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:54.076] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:54.076] [bbotk] Proposing a randomly sampled point
## INFO [11:16:54.085] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:54.095] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:54.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:54.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:54.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:54.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:54.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:54.333] [mlr3] Finished benchmark
## INFO [11:16:54.348] [bbotk] Result of batch 398:
## INFO [11:16:54.349] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:54.349] [bbotk] 1 372 FALSE gini 0.8296813 0.6919127 0
## INFO [11:16:54.349] [bbotk] errors runtime_learners uhash
## INFO [11:16:54.349] [bbotk] 0 0.213 23bb3cbb-e58f-429d-b231-1effe6f1f139
## WARN [11:16:54.352] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:54.353] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:54.353] [bbotk] Proposing a randomly sampled point
## INFO [11:16:54.362] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:54.371] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:54.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:54.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:54.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:54.554] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:54.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:54.691] [mlr3] Finished benchmark
## INFO [11:16:54.714] [bbotk] Result of batch 399:
## INFO [11:16:54.716] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:54.716] [bbotk] 2 308 TRUE gini 0.8218323 0.6972387 0
## INFO [11:16:54.716] [bbotk] errors runtime_learners uhash
## INFO [11:16:54.716] [bbotk] 0 0.293 9cea74a0-0b41-45c4-aa64-ef9b4e16e7dc
## WARN [11:16:54.721] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:54.721] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:54.722] [bbotk] Proposing a randomly sampled point
## INFO [11:16:54.740] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:54.758] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:54.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:54.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:54.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:54.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:54.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:54.920] [mlr3] Finished benchmark
## INFO [11:16:54.935] [bbotk] Result of batch 400:
## INFO [11:16:54.936] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:54.936] [bbotk] 4 276 TRUE extratrees 0.2006918 0.4 0
## INFO [11:16:54.936] [bbotk] errors runtime_learners uhash
## INFO [11:16:54.936] [bbotk] 0 0.135 4535a620-a3fd-4c4d-a995-bf1614fc87cc
## WARN [11:16:54.939] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:54.939] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:54.940] [bbotk] Proposing a randomly sampled point
## INFO [11:16:54.948] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:54.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:54.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:55.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:55.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:55.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:55.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:55.441] [mlr3] Finished benchmark
## INFO [11:16:55.457] [bbotk] Result of batch 401:
## INFO [11:16:55.457] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:55.457] [bbotk] 3 103 FALSE gini 0.9774347 0.7327012 0
## INFO [11:16:55.457] [bbotk] errors runtime_learners uhash
## INFO [11:16:55.457] [bbotk] 0 0.457 5f6b3440-e0b5-4963-a845-92df25dbb75c
## WARN [11:16:55.461] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:55.461] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:55.461] [bbotk] Proposing a randomly sampled point
## INFO [11:16:55.483] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:55.501] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:55.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:55.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:55.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:55.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:55.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:55.840] [mlr3] Finished benchmark
## INFO [11:16:55.856] [bbotk] Result of batch 402:
## INFO [11:16:55.857] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:55.857] [bbotk] 5 123 FALSE extratrees 0.3201108 0.7079425 0
## INFO [11:16:55.857] [bbotk] errors runtime_learners uhash
## INFO [11:16:55.857] [bbotk] 0 0.301 7ded5270-c6b1-40f1-9c8c-0bbcba36fe3e
## WARN [11:16:55.860] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:55.860] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:55.861] [bbotk] Proposing a randomly sampled point
## INFO [11:16:55.869] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:55.879] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:55.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:55.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:56.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:56.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:56.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:56.474] [mlr3] Finished benchmark
## INFO [11:16:56.490] [bbotk] Result of batch 403:
## INFO [11:16:56.491] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:56.491] [bbotk] 3 62 FALSE extratrees 0.8833359 0.6958801 0
## INFO [11:16:56.491] [bbotk] errors runtime_learners uhash
## INFO [11:16:56.491] [bbotk] 0 0.568 2cb5dd9a-a909-43b3-b91f-7cf42aa291ce
## WARN [11:16:56.494] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:56.495] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:56.495] [bbotk] Proposing a randomly sampled point
## INFO [11:16:56.504] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:56.513] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:56.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:56.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:56.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:56.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:56.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:56.818] [mlr3] Finished benchmark
## INFO [11:16:56.841] [bbotk] Result of batch 404:
## INFO [11:16:56.842] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:56.842] [bbotk] 1 209 FALSE gini 0.5206121 0.6958021 0
## INFO [11:16:56.842] [bbotk] errors runtime_learners uhash
## INFO [11:16:56.842] [bbotk] 0 0.254 48f01c72-2ae8-45eb-81ea-f3c2e230e275
## WARN [11:16:56.847] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:56.847] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:56.847] [bbotk] Proposing a randomly sampled point
## INFO [11:16:56.856] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:56.866] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:56.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:56.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:57.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:57.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:57.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:57.335] [mlr3] Finished benchmark
## INFO [11:16:57.351] [bbotk] Result of batch 405:
## INFO [11:16:57.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:57.352] [bbotk] 4 132 FALSE gini 0.7485195 0.7316964 0
## INFO [11:16:57.352] [bbotk] errors runtime_learners uhash
## INFO [11:16:57.352] [bbotk] 0 0.441 9b2eda56-ad76-45cc-9414-47dad17ee930
## WARN [11:16:57.355] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:57.355] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:57.355] [bbotk] Proposing a randomly sampled point
## INFO [11:16:57.364] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:57.374] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:57.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:57.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:57.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:57.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:57.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:57.566] [mlr3] Finished benchmark
## INFO [11:16:57.589] [bbotk] Result of batch 406:
## INFO [11:16:57.591] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:57.591] [bbotk] 2 330 FALSE gini 0.272809 0.6 0
## INFO [11:16:57.591] [bbotk] errors runtime_learners uhash
## INFO [11:16:57.591] [bbotk] 0 0.165 75b04817-a6f3-4a0f-969d-30985e5eb914
## WARN [11:16:57.596] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:57.597] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:57.597] [bbotk] Proposing a randomly sampled point
## INFO [11:16:57.615] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:57.634] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:57.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:57.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:57.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:57.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:57.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:57.792] [mlr3] Finished benchmark
## INFO [11:16:57.808] [bbotk] Result of batch 407:
## INFO [11:16:57.809] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:57.809] [bbotk] 2 415 TRUE gini 0.2843946 0.6 0
## INFO [11:16:57.809] [bbotk] errors runtime_learners uhash
## INFO [11:16:57.809] [bbotk] 0 0.133 9750a751-cafc-4567-a56c-d71125205701
## WARN [11:16:57.812] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:57.812] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:57.812] [bbotk] Proposing a randomly sampled point
## INFO [11:16:57.821] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:57.831] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:57.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:57.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:57.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:57.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:58.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:58.055] [mlr3] Finished benchmark
## INFO [11:16:58.071] [bbotk] Result of batch 408:
## INFO [11:16:58.071] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:58.071] [bbotk] 5 371 TRUE extratrees 0.4922242 0.7044062 0
## INFO [11:16:58.071] [bbotk] errors runtime_learners uhash
## INFO [11:16:58.071] [bbotk] 0 0.199 e6243bc7-c49d-4cff-82d8-abfdfbd3b051
## WARN [11:16:58.075] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:58.075] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:58.075] [bbotk] Proposing a randomly sampled point
## INFO [11:16:58.096] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:58.115] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:58.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:58.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:58.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:58.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:58.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:58.347] [mlr3] Finished benchmark
## INFO [11:16:58.363] [bbotk] Result of batch 409:
## INFO [11:16:58.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:58.364] [bbotk] 2 443 FALSE gini 0.6940625 0.6554491 0
## INFO [11:16:58.364] [bbotk] errors runtime_learners uhash
## INFO [11:16:58.364] [bbotk] 0 0.196 59cf4e19-0449-4824-ad41-dd6370be0022
## WARN [11:16:58.368] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:58.368] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:58.368] [bbotk] Proposing a randomly sampled point
## INFO [11:16:58.377] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:58.387] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:58.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:58.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:58.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:58.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:58.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:58.663] [mlr3] Finished benchmark
## INFO [11:16:58.679] [bbotk] Result of batch 410:
## INFO [11:16:58.680] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:58.680] [bbotk] 2 59 TRUE gini 0.2040338 0.6979457 0
## INFO [11:16:58.680] [bbotk] errors runtime_learners uhash
## INFO [11:16:58.680] [bbotk] 0 0.25 3bbb197d-a7ed-432d-b584-dda508d3a73b
## WARN [11:16:58.683] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:58.683] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:58.684] [bbotk] Proposing a randomly sampled point
## INFO [11:16:58.693] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:58.702] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:58.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:58.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:58.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:58.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:58.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:58.895] [mlr3] Finished benchmark
## INFO [11:16:58.919] [bbotk] Result of batch 411:
## INFO [11:16:58.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:58.920] [bbotk] 5 94 TRUE gini 0.1042642 0.6 0
## INFO [11:16:58.920] [bbotk] errors runtime_learners uhash
## INFO [11:16:58.920] [bbotk] 0 0.144 4b01f868-63fe-4f5f-9142-0fcfe2fab829
## WARN [11:16:58.925] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:58.926] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:58.927] [bbotk] Proposing a randomly sampled point
## INFO [11:16:58.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:58.947] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:58.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:58.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:59.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:59.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:59.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:59.135] [mlr3] Finished benchmark
## INFO [11:16:59.150] [bbotk] Result of batch 412:
## INFO [11:16:59.151] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:59.151] [bbotk] 4 303 FALSE gini 0.276904 0.6 0
## INFO [11:16:59.151] [bbotk] errors runtime_learners uhash
## INFO [11:16:59.151] [bbotk] 0 0.156 e8e8f3d7-4339-4760-9008-b7b8c50146f5
## WARN [11:16:59.155] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:59.155] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:59.155] [bbotk] Proposing a randomly sampled point
## INFO [11:16:59.164] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:59.174] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:59.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:59.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:59.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:59.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:59.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:59.355] [mlr3] Finished benchmark
## INFO [11:16:59.389] [bbotk] Result of batch 413:
## INFO [11:16:59.391] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:59.391] [bbotk] 5 378 FALSE gini 0.1938947 0.6 0
## INFO [11:16:59.391] [bbotk] errors runtime_learners uhash
## INFO [11:16:59.391] [bbotk] 0 0.155 859ebe6d-f37a-448a-9138-0c1150e0d05c
## WARN [11:16:59.396] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:59.396] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:59.397] [bbotk] Proposing a randomly sampled point
## INFO [11:16:59.415] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:59.434] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:59.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:59.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:59.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:59.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:16:59.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:16:59.823] [mlr3] Finished benchmark
## INFO [11:16:59.838] [bbotk] Result of batch 414:
## INFO [11:16:59.839] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:16:59.839] [bbotk] 3 149 TRUE gini 0.6213984 0.7087012 0
## INFO [11:16:59.839] [bbotk] errors runtime_learners uhash
## INFO [11:16:59.839] [bbotk] 0 0.36 3f0ddd26-ddd6-4fe7-bd9d-91b79cd300cc
## WARN [11:16:59.842] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:16:59.843] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:16:59.843] [bbotk] Proposing a randomly sampled point
## INFO [11:16:59.852] [bbotk] Evaluating 1 configuration(s)
## INFO [11:16:59.861] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:16:59.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:16:59.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:16:59.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:16:59.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:00.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:00.056] [mlr3] Finished benchmark
## INFO [11:17:00.071] [bbotk] Result of batch 415:
## INFO [11:17:00.072] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:00.072] [bbotk] 1 332 TRUE extratrees 0.4045246 0.7194304 0
## INFO [11:17:00.072] [bbotk] errors runtime_learners uhash
## INFO [11:17:00.072] [bbotk] 0 0.168 6de7ed33-7de1-48b8-bb3f-1ca5500027a5
## WARN [11:17:00.076] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:00.076] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:00.076] [bbotk] Proposing a randomly sampled point
## INFO [11:17:00.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:00.117] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:00.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:00.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:00.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:00.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:00.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:01.128] [mlr3] Finished benchmark
## INFO [11:17:01.144] [bbotk] Result of batch 416:
## INFO [11:17:01.145] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:01.145] [bbotk] 4 9 FALSE extratrees 0.8106907 0.7987595 0
## INFO [11:17:01.145] [bbotk] errors runtime_learners uhash
## INFO [11:17:01.145] [bbotk] 0 0.973 f14bbb6f-21f4-43b2-b776-9080e0fa39eb
## WARN [11:17:01.148] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:01.149] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:01.149] [bbotk] Proposing a randomly sampled point
## INFO [11:17:01.158] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:01.167] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:01.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:01.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:01.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:01.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:01.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:01.560] [mlr3] Finished benchmark
## INFO [11:17:01.576] [bbotk] Result of batch 417:
## INFO [11:17:01.576] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:01.576] [bbotk] 2 97 TRUE extratrees 0.5732028 0.688363 0
## INFO [11:17:01.576] [bbotk] errors runtime_learners uhash
## INFO [11:17:01.576] [bbotk] 0 0.363 488c08ad-d930-4a43-a829-6846bf042c65
## WARN [11:17:01.580] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:01.580] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:01.580] [bbotk] Proposing a randomly sampled point
## INFO [11:17:01.609] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:01.628] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:01.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:01.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:01.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:01.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:01.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:01.805] [mlr3] Finished benchmark
## INFO [11:17:01.821] [bbotk] Result of batch 418:
## INFO [11:17:01.822] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:01.822] [bbotk] 1 313 TRUE gini 0.2041568 0.4 0
## INFO [11:17:01.822] [bbotk] errors runtime_learners uhash
## INFO [11:17:01.822] [bbotk] 0 0.142 792db5d2-5b1b-4b53-8677-50f38f20ee73
## WARN [11:17:01.825] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:01.826] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:01.826] [bbotk] Proposing a randomly sampled point
## INFO [11:17:01.835] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:01.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:01.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:01.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:01.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:01.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:01.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:02.024] [mlr3] Finished benchmark
## INFO [11:17:02.040] [bbotk] Result of batch 419:
## INFO [11:17:02.041] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:02.041] [bbotk] 2 490 FALSE gini 0.2578632 0.6 0
## INFO [11:17:02.041] [bbotk] errors runtime_learners uhash
## INFO [11:17:02.041] [bbotk] 0 0.153 b8e6b2e4-e857-400d-9c1f-ee3d2e12b4b1
## WARN [11:17:02.044] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:02.044] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:02.045] [bbotk] Proposing a randomly sampled point
## INFO [11:17:02.053] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:02.063] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:02.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:02.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:02.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:02.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:02.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:02.493] [mlr3] Finished benchmark
## INFO [11:17:02.513] [bbotk] Result of batch 420:
## INFO [11:17:02.514] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:02.514] [bbotk] 1 11 TRUE gini 0.2461954 0.729618 0
## INFO [11:17:02.514] [bbotk] errors runtime_learners uhash
## INFO [11:17:02.514] [bbotk] 0 0.386 68940b85-790a-433c-802e-93bd2f806a8a
## WARN [11:17:02.518] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:02.518] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:02.518] [bbotk] Proposing a randomly sampled point
## INFO [11:17:02.527] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:02.537] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:02.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:02.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:02.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:02.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:02.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:02.724] [mlr3] Finished benchmark
## INFO [11:17:02.740] [bbotk] Result of batch 421:
## INFO [11:17:02.741] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:02.741] [bbotk] 5 448 FALSE gini 0.1352643 0.6 0
## INFO [11:17:02.741] [bbotk] errors runtime_learners uhash
## INFO [11:17:02.741] [bbotk] 0 0.161 aa0db5ef-b09e-4184-a84c-d39cec5d9747
## WARN [11:17:02.744] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:02.744] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:02.744] [bbotk] Proposing a randomly sampled point
## INFO [11:17:02.753] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:02.763] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:02.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:02.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:02.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:03.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:03.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:03.191] [mlr3] Finished benchmark
## INFO [11:17:03.215] [bbotk] Result of batch 422:
## INFO [11:17:03.216] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:03.216] [bbotk] 4 321 TRUE extratrees 0.9334975 0.7027533 0
## INFO [11:17:03.216] [bbotk] errors runtime_learners uhash
## INFO [11:17:03.216] [bbotk] 0 0.382 a56b1354-2865-4baf-a316-9bdd05b5034e
## WARN [11:17:03.222] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:03.222] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:03.223] [bbotk] Proposing a randomly sampled point
## INFO [11:17:03.238] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:03.248] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:03.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:03.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:03.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:03.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:03.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:03.576] [mlr3] Finished benchmark
## INFO [11:17:03.592] [bbotk] Result of batch 423:
## INFO [11:17:03.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:03.592] [bbotk] 2 338 TRUE extratrees 0.8471224 0.7233057 0
## INFO [11:17:03.592] [bbotk] errors runtime_learners uhash
## INFO [11:17:03.592] [bbotk] 0 0.3 0c0960b5-41dd-486b-b999-87de142cb89b
## WARN [11:17:03.596] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:03.596] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:03.596] [bbotk] Proposing a randomly sampled point
## INFO [11:17:03.605] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:03.615] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:03.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:03.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:03.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:03.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:03.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:03.866] [mlr3] Finished benchmark
## INFO [11:17:03.890] [bbotk] Result of batch 424:
## INFO [11:17:03.891] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:03.891] [bbotk] 1 452 TRUE gini 0.8467496 0.6823995 0
## INFO [11:17:03.891] [bbotk] errors runtime_learners uhash
## INFO [11:17:03.891] [bbotk] 0 0.214 0c9cec99-f0ab-4e52-b932-2a53fc13afcc
## WARN [11:17:03.896] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:03.897] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:03.897] [bbotk] Proposing a randomly sampled point
## INFO [11:17:03.916] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:03.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:03.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:04.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:04.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:04.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:04.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:04.254] [mlr3] Finished benchmark
## INFO [11:17:04.270] [bbotk] Result of batch 425:
## INFO [11:17:04.270] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:04.270] [bbotk] 2 258 FALSE gini 0.9149712 0.6996801 0
## INFO [11:17:04.270] [bbotk] errors runtime_learners uhash
## INFO [11:17:04.270] [bbotk] 0 0.291 c3199c8a-44aa-4c32-b49b-6edebc7bcfc5
## WARN [11:17:04.274] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:04.274] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:04.274] [bbotk] Proposing a randomly sampled point
## INFO [11:17:04.283] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:04.293] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:04.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:04.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:04.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:04.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:04.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:04.554] [mlr3] Finished benchmark
## INFO [11:17:04.569] [bbotk] Result of batch 426:
## INFO [11:17:04.570] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:04.570] [bbotk] 1 288 FALSE gini 0.7957813 0.6937819 0
## INFO [11:17:04.570] [bbotk] errors runtime_learners uhash
## INFO [11:17:04.570] [bbotk] 0 0.236 4fe1cb06-c7ff-463d-a859-919578ce2efd
## WARN [11:17:04.573] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:04.574] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:04.574] [bbotk] Proposing a randomly sampled point
## INFO [11:17:04.602] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:04.621] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:04.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:04.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:04.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:04.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:05.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:05.218] [mlr3] Finished benchmark
## INFO [11:17:05.234] [bbotk] Result of batch 427:
## INFO [11:17:05.235] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:05.235] [bbotk] 5 90 FALSE gini 0.9064921 0.7413174 0
## INFO [11:17:05.235] [bbotk] errors runtime_learners uhash
## INFO [11:17:05.235] [bbotk] 0 0.561 25fb8220-046d-49eb-8d5b-66e24cc95097
## WARN [11:17:05.239] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:05.239] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:05.239] [bbotk] Proposing a randomly sampled point
## INFO [11:17:05.248] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:05.257] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:05.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:05.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:05.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:05.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:05.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:05.463] [mlr3] Finished benchmark
## INFO [11:17:05.479] [bbotk] Result of batch 428:
## INFO [11:17:05.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:05.480] [bbotk] 2 385 TRUE gini 0.5618594 0.6515058 0
## INFO [11:17:05.480] [bbotk] errors runtime_learners uhash
## INFO [11:17:05.480] [bbotk] 0 0.177 38a0c349-ce17-4820-8bbe-a129f9a3f238
## WARN [11:17:05.483] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:05.483] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:05.484] [bbotk] Proposing a randomly sampled point
## INFO [11:17:05.493] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:05.757] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:05.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:05.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:05.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:05.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:05.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:06.015] [mlr3] Finished benchmark
## INFO [11:17:06.030] [bbotk] Result of batch 429:
## INFO [11:17:06.031] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:06.031] [bbotk] 2 215 FALSE gini 0.4118641 0.6821833 0
## INFO [11:17:06.031] [bbotk] errors runtime_learners uhash
## INFO [11:17:06.031] [bbotk] 0 0.231 afac28c1-1bae-48b9-8a51-06dd2992619b
## WARN [11:17:06.034] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:06.034] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:06.034] [bbotk] Proposing a randomly sampled point
## INFO [11:17:06.043] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:06.052] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:06.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:06.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:06.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:06.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:06.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:06.351] [mlr3] Finished benchmark
## INFO [11:17:06.366] [bbotk] Result of batch 430:
## INFO [11:17:06.367] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:06.367] [bbotk] 5 114 TRUE extratrees 0.3091213 0.7025349 0
## INFO [11:17:06.367] [bbotk] errors runtime_learners uhash
## INFO [11:17:06.367] [bbotk] 0 0.271 2b7cc77b-f96e-4601-9041-9e6c4efa8ea1
## WARN [11:17:06.370] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:06.371] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:06.371] [bbotk] Proposing a randomly sampled point
## INFO [11:17:06.379] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:06.389] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:06.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:06.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:06.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:06.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:06.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:06.682] [mlr3] Finished benchmark
## INFO [11:17:06.698] [bbotk] Result of batch 431:
## INFO [11:17:06.698] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:06.698] [bbotk] 1 52 TRUE extratrees 0.1873517 0.7154411 0
## INFO [11:17:06.698] [bbotk] errors runtime_learners uhash
## INFO [11:17:06.698] [bbotk] 0 0.258 35ad62f1-88ea-480e-af2f-46a62f77dbdc
## WARN [11:17:06.701] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:06.702] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:06.702] [bbotk] Proposing a randomly sampled point
## INFO [11:17:06.710] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:06.719] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:06.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:06.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:06.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:06.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:06.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:06.969] [mlr3] Finished benchmark
## INFO [11:17:06.985] [bbotk] Result of batch 432:
## INFO [11:17:06.986] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:06.986] [bbotk] 5 421 TRUE extratrees 0.6024412 0.7158425 0
## INFO [11:17:06.986] [bbotk] errors runtime_learners uhash
## INFO [11:17:06.986] [bbotk] 0 0.224 1b4b2391-9025-494e-8153-47c98263f5a8
## WARN [11:17:06.989] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:06.989] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:06.990] [bbotk] Proposing a randomly sampled point
## INFO [11:17:06.998] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:07.007] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:07.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:07.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:07.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:07.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:07.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:07.191] [mlr3] Finished benchmark
## INFO [11:17:07.207] [bbotk] Result of batch 433:
## INFO [11:17:07.207] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:07.207] [bbotk] 4 246 FALSE gini 0.1436022 0.6 0
## INFO [11:17:07.207] [bbotk] errors runtime_learners uhash
## INFO [11:17:07.207] [bbotk] 0 0.159 1c4258cc-e5b1-4962-b5ce-8bd3e7b5fece
## WARN [11:17:07.211] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:07.211] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:07.211] [bbotk] Proposing a randomly sampled point
## INFO [11:17:07.220] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:07.229] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:07.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:07.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:07.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:07.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:07.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:07.478] [mlr3] Finished benchmark
## INFO [11:17:07.493] [bbotk] Result of batch 434:
## INFO [11:17:07.494] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:07.494] [bbotk] 3 439 FALSE gini 0.8037132 0.693282 0
## INFO [11:17:07.494] [bbotk] errors runtime_learners uhash
## INFO [11:17:07.494] [bbotk] 0 0.223 a5ad2c58-76ae-482e-af5e-bcb5d646d4fa
## WARN [11:17:07.497] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:07.498] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:07.498] [bbotk] Proposing a randomly sampled point
## INFO [11:17:07.506] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:07.515] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:07.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:07.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:07.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:07.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:07.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:07.977] [mlr3] Finished benchmark
## INFO [11:17:07.993] [bbotk] Result of batch 435:
## INFO [11:17:07.994] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:07.994] [bbotk] 2 90 FALSE extratrees 0.7771194 0.6823024 0
## INFO [11:17:07.994] [bbotk] errors runtime_learners uhash
## INFO [11:17:07.994] [bbotk] 0 0.438 03704a91-b427-4549-aa61-73415f9968aa
## WARN [11:17:07.997] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:07.997] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:07.998] [bbotk] Proposing a randomly sampled point
## INFO [11:17:08.006] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:08.015] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:08.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:08.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:08.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:08.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:08.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:08.960] [mlr3] Finished benchmark
## INFO [11:17:08.975] [bbotk] Result of batch 436:
## INFO [11:17:08.976] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:08.976] [bbotk] 4 5 TRUE gini 0.821206 0.8173477 0
## INFO [11:17:08.976] [bbotk] errors runtime_learners uhash
## INFO [11:17:08.976] [bbotk] 0 0.919 deddd084-327d-42dc-bdda-3ebf24ee9c82
## WARN [11:17:08.979] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:08.979] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:08.980] [bbotk] Proposing a randomly sampled point
## INFO [11:17:08.988] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:08.997] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:08.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:09.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:09.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:09.540] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:09.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:09.910] [mlr3] Finished benchmark
## INFO [11:17:09.926] [bbotk] Result of batch 437:
## INFO [11:17:09.927] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:09.927] [bbotk] 5 35 TRUE extratrees 0.9609241 0.7369167 0
## INFO [11:17:09.927] [bbotk] errors runtime_learners uhash
## INFO [11:17:09.927] [bbotk] 0 0.886 4c083be9-025d-4555-b717-c51ddb008e92
## WARN [11:17:09.930] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:09.930] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:09.930] [bbotk] Proposing a randomly sampled point
## INFO [11:17:09.939] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:09.948] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:09.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:10.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:10.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:10.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:10.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:10.236] [mlr3] Finished benchmark
## INFO [11:17:10.252] [bbotk] Result of batch 438:
## INFO [11:17:10.252] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:10.252] [bbotk] 2 401 FALSE extratrees 0.9219015 0.7269093 0
## INFO [11:17:10.252] [bbotk] errors runtime_learners uhash
## INFO [11:17:10.252] [bbotk] 0 0.262 2d073127-081e-42da-9812-c9346b8179fb
## WARN [11:17:10.267] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:10.268] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:10.268] [bbotk] Proposing a randomly sampled point
## INFO [11:17:10.276] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:10.286] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:10.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:10.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:10.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:10.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:10.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:10.605] [mlr3] Finished benchmark
## INFO [11:17:10.621] [bbotk] Result of batch 439:
## INFO [11:17:10.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:10.622] [bbotk] 1 78 TRUE gini 0.4547164 0.6939031 0
## INFO [11:17:10.622] [bbotk] errors runtime_learners uhash
## INFO [11:17:10.622] [bbotk] 0 0.295 ed28906d-9cf7-4c93-b4a5-e71640993c85
## WARN [11:17:10.625] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:10.625] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:10.625] [bbotk] Proposing a randomly sampled point
## INFO [11:17:10.634] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:10.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:10.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:10.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:10.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:10.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:10.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:10.806] [mlr3] Finished benchmark
## INFO [11:17:10.822] [bbotk] Result of batch 440:
## INFO [11:17:10.823] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:10.823] [bbotk] 4 497 FALSE extratrees 0.4224902 0.6 0
## INFO [11:17:10.823] [bbotk] errors runtime_learners uhash
## INFO [11:17:10.823] [bbotk] 0 0.138 4366f730-c914-4ccf-a9d2-d186b3dd6822
## WARN [11:17:10.826] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:10.827] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:10.827] [bbotk] Proposing a randomly sampled point
## INFO [11:17:10.835] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:10.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:10.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:10.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:10.941] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:10.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:11.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:11.065] [mlr3] Finished benchmark
## INFO [11:17:11.080] [bbotk] Result of batch 441:
## INFO [11:17:11.081] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:11.081] [bbotk] 1 358 FALSE gini 0.5942287 0.6628583 0
## INFO [11:17:11.081] [bbotk] errors runtime_learners uhash
## INFO [11:17:11.081] [bbotk] 0 0.187 ae8d2c10-9808-4b3d-8ba1-a4a8e84d3958
## WARN [11:17:11.084] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:11.085] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:11.085] [bbotk] Proposing a randomly sampled point
## INFO [11:17:11.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:11.102] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:11.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:11.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:11.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:11.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:11.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:11.322] [mlr3] Finished benchmark
## INFO [11:17:11.339] [bbotk] Result of batch 442:
## INFO [11:17:11.339] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:11.339] [bbotk] 5 390 TRUE gini 0.4735739 0.6593143 0
## INFO [11:17:11.339] [bbotk] errors runtime_learners uhash
## INFO [11:17:11.339] [bbotk] 0 0.196 aa4b945a-4e36-49aa-8b3d-b67742feecf7
## WARN [11:17:11.343] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:11.343] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:11.343] [bbotk] Proposing a randomly sampled point
## INFO [11:17:11.352] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:11.361] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:11.363] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:11.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:11.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:11.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:11.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:11.616] [mlr3] Finished benchmark
## INFO [11:17:11.641] [bbotk] Result of batch 443:
## INFO [11:17:11.643] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:11.643] [bbotk] 3 195 FALSE gini 0.3519268 0.6842035 0
## INFO [11:17:11.643] [bbotk] errors runtime_learners uhash
## INFO [11:17:11.643] [bbotk] 0 0.23 c1c11d56-e4c9-4e19-82e1-ae027a7134d0
## WARN [11:17:11.646] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:11.647] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:11.647] [bbotk] Proposing a randomly sampled point
## INFO [11:17:11.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:11.664] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:11.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:11.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:11.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:11.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:12.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:12.094] [mlr3] Finished benchmark
## INFO [11:17:12.109] [bbotk] Result of batch 444:
## INFO [11:17:12.110] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:12.110] [bbotk] 3 129 TRUE gini 0.7408292 0.7106675 0
## INFO [11:17:12.110] [bbotk] errors runtime_learners uhash
## INFO [11:17:12.110] [bbotk] 0 0.403 80834d43-f265-4cf6-a795-1e57aeaa6305
## WARN [11:17:12.113] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:12.114] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:12.114] [bbotk] Proposing a randomly sampled point
## INFO [11:17:12.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:12.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:12.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:12.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:12.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:12.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:12.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:12.306] [mlr3] Finished benchmark
## INFO [11:17:12.322] [bbotk] Result of batch 445:
## INFO [11:17:12.323] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:12.323] [bbotk] 1 332 FALSE extratrees 0.2716516 0.4 0
## INFO [11:17:12.323] [bbotk] errors runtime_learners uhash
## INFO [11:17:12.323] [bbotk] 0 0.15 1dd720c5-3e62-4c8f-a15d-ea5b35d05174
## WARN [11:17:12.326] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:12.327] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:12.327] [bbotk] Proposing a randomly sampled point
## INFO [11:17:12.335] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:12.344] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:12.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:12.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:12.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:12.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:12.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:12.666] [mlr3] Finished benchmark
## INFO [11:17:12.681] [bbotk] Result of batch 446:
## INFO [11:17:12.682] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:12.682] [bbotk] 3 179 TRUE gini 0.5058479 0.6956419 0
## INFO [11:17:12.682] [bbotk] errors runtime_learners uhash
## INFO [11:17:12.682] [bbotk] 0 0.296 bfff2c6f-fdba-4618-9868-687b2611eee7
## WARN [11:17:12.685] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:12.685] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:12.686] [bbotk] Proposing a randomly sampled point
## INFO [11:17:12.694] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:12.703] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:12.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:12.784] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:12.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:12.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:13.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:13.079] [mlr3] Finished benchmark
## INFO [11:17:13.094] [bbotk] Result of batch 447:
## INFO [11:17:13.095] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:13.095] [bbotk] 3 209 FALSE gini 0.820072 0.7087608 0
## INFO [11:17:13.095] [bbotk] errors runtime_learners uhash
## INFO [11:17:13.095] [bbotk] 0 0.351 806cd202-3dc6-45a8-84a6-f722e771e642
## WARN [11:17:13.098] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:13.099] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:13.099] [bbotk] Proposing a randomly sampled point
## INFO [11:17:13.107] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:13.116] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:13.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:13.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:13.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:13.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:13.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:13.439] [mlr3] Finished benchmark
## INFO [11:17:13.455] [bbotk] Result of batch 448:
## INFO [11:17:13.456] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:13.456] [bbotk] 1 438 TRUE extratrees 0.9486461 0.7307986 0
## INFO [11:17:13.456] [bbotk] errors runtime_learners uhash
## INFO [11:17:13.456] [bbotk] 0 0.286 a5b5d8e4-65ab-4b56-a93e-ec4ec26c4bb3
## WARN [11:17:13.459] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:13.459] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:13.460] [bbotk] Proposing a randomly sampled point
## INFO [11:17:13.468] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:13.477] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:13.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:13.514] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:13.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:13.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:13.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:13.652] [mlr3] Finished benchmark
## INFO [11:17:13.667] [bbotk] Result of batch 449:
## INFO [11:17:13.668] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:13.668] [bbotk] 5 359 FALSE extratrees 0.2620735 0.6 0
## INFO [11:17:13.668] [bbotk] errors runtime_learners uhash
## INFO [11:17:13.668] [bbotk] 0 0.15 71d1e90a-cdef-4e2a-9829-1149bb7b0224
## WARN [11:17:13.671] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:13.672] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:13.672] [bbotk] Proposing a randomly sampled point
## INFO [11:17:13.681] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:13.690] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:13.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:13.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:13.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:13.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:13.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:13.945] [mlr3] Finished benchmark
## INFO [11:17:13.960] [bbotk] Result of batch 450:
## INFO [11:17:13.961] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:13.961] [bbotk] 3 461 TRUE gini 0.8331562 0.68946 0
## INFO [11:17:13.961] [bbotk] errors runtime_learners uhash
## INFO [11:17:13.961] [bbotk] 0 0.228 dc5798fd-bbfe-4f1d-a5bd-2d11bf3cb829
## WARN [11:17:13.965] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:13.965] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:13.965] [bbotk] Proposing a randomly sampled point
## INFO [11:17:13.974] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:13.993] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:13.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:14.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:14.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:14.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:14.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:14.202] [mlr3] Finished benchmark
## INFO [11:17:14.217] [bbotk] Result of batch 451:
## INFO [11:17:14.218] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:14.218] [bbotk] 3 445 FALSE gini 0.7214812 0.6532537 0
## INFO [11:17:14.218] [bbotk] errors runtime_learners uhash
## INFO [11:17:14.218] [bbotk] 0 0.184 75c830d3-65cb-45b8-a524-052346d33c54
## WARN [11:17:14.221] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:14.222] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:14.222] [bbotk] Proposing a randomly sampled point
## INFO [11:17:14.230] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:14.239] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:14.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:14.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:14.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:14.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:14.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:14.539] [mlr3] Finished benchmark
## INFO [11:17:14.554] [bbotk] Result of batch 452:
## INFO [11:17:14.555] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:14.555] [bbotk] 1 129 FALSE extratrees 0.3480388 0.7287784 0
## INFO [11:17:14.555] [bbotk] errors runtime_learners uhash
## INFO [11:17:14.555] [bbotk] 0 0.276 347c7793-4413-40ed-96a7-c9c3f55404ef
## WARN [11:17:14.559] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:14.559] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:14.559] [bbotk] Proposing a randomly sampled point
## INFO [11:17:14.568] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:14.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:14.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:14.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:14.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:14.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:14.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:14.926] [mlr3] Finished benchmark
## INFO [11:17:14.942] [bbotk] Result of batch 453:
## INFO [11:17:14.943] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:14.943] [bbotk] 4 229 TRUE gini 0.6290161 0.6990966 0
## INFO [11:17:14.943] [bbotk] errors runtime_learners uhash
## INFO [11:17:14.943] [bbotk] 0 0.323 c780c610-3785-4677-a46c-9cf61cc2912f
## WARN [11:17:14.946] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:14.946] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:14.947] [bbotk] Proposing a randomly sampled point
## INFO [11:17:14.955] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:14.964] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:14.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:15.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:15.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:15.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:15.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:15.151] [mlr3] Finished benchmark
## INFO [11:17:15.167] [bbotk] Result of batch 454:
## INFO [11:17:15.168] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:15.168] [bbotk] 5 482 FALSE extratrees 0.101108 0.8 0
## INFO [11:17:15.168] [bbotk] errors runtime_learners uhash
## INFO [11:17:15.168] [bbotk] 0 0.163 3734bae3-d2be-4b92-9242-8e7f264b435d
## WARN [11:17:15.171] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:15.171] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:15.172] [bbotk] Proposing a randomly sampled point
## INFO [11:17:15.180] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:15.189] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:15.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:15.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:15.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:15.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:15.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:15.497] [mlr3] Finished benchmark
## INFO [11:17:15.512] [bbotk] Result of batch 455:
## INFO [11:17:15.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:15.513] [bbotk] 3 235 TRUE gini 0.6050498 0.6990966 0
## INFO [11:17:15.513] [bbotk] errors runtime_learners uhash
## INFO [11:17:15.513] [bbotk] 0 0.281 a68f312e-5386-487e-97d4-16357b6b79fe
## WARN [11:17:15.516] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:15.517] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:15.517] [bbotk] Proposing a randomly sampled point
## INFO [11:17:15.536] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:15.545] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:15.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:15.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:15.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:15.655] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:15.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:15.725] [mlr3] Finished benchmark
## INFO [11:17:15.741] [bbotk] Result of batch 456:
## INFO [11:17:15.742] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:15.742] [bbotk] 4 421 FALSE extratrees 0.2035351 0.6 0
## INFO [11:17:15.742] [bbotk] errors runtime_learners uhash
## INFO [11:17:15.742] [bbotk] 0 0.154 ecea4b01-5747-4b2b-8c94-95b3d4225e11
## WARN [11:17:15.745] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:15.745] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:15.745] [bbotk] Proposing a randomly sampled point
## INFO [11:17:15.754] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:15.763] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:15.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:15.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:15.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:15.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:15.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:15.938] [mlr3] Finished benchmark
## INFO [11:17:15.954] [bbotk] Result of batch 457:
## INFO [11:17:15.955] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:15.955] [bbotk] 3 445 FALSE gini 0.2859906 0.6 0
## INFO [11:17:15.955] [bbotk] errors runtime_learners uhash
## INFO [11:17:15.955] [bbotk] 0 0.151 bb2bf013-71f2-48ba-923b-a043113ba14f
## WARN [11:17:15.958] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:15.958] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:15.959] [bbotk] Proposing a randomly sampled point
## INFO [11:17:15.967] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:15.976] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:15.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:16.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:16.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:16.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:16.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:16.238] [mlr3] Finished benchmark
## INFO [11:17:16.254] [bbotk] Result of batch 458:
## INFO [11:17:16.255] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:16.255] [bbotk] 1 444 TRUE gini 0.9112057 0.6917638 0
## INFO [11:17:16.255] [bbotk] errors runtime_learners uhash
## INFO [11:17:16.255] [bbotk] 0 0.225 1790a0e8-0eb8-4039-9120-249e643e5b3a
## WARN [11:17:16.258] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:16.258] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:16.258] [bbotk] Proposing a randomly sampled point
## INFO [11:17:16.267] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:16.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:16.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:16.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:16.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:16.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:16.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:16.543] [mlr3] Finished benchmark
## INFO [11:17:16.559] [bbotk] Result of batch 459:
## INFO [11:17:16.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:16.559] [bbotk] 5 382 TRUE extratrees 0.6071872 0.7176684 0
## INFO [11:17:16.559] [bbotk] errors runtime_learners uhash
## INFO [11:17:16.559] [bbotk] 0 0.242 1d4985f2-5aaa-4496-92e2-1ee3eaaa1eb2
## WARN [11:17:16.563] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:16.563] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:16.563] [bbotk] Proposing a randomly sampled point
## INFO [11:17:16.572] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:16.581] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:16.583] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:16.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:16.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:16.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:16.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:16.907] [mlr3] Finished benchmark
## INFO [11:17:16.934] [bbotk] Result of batch 460:
## INFO [11:17:16.935] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:16.935] [bbotk] 2 50 TRUE gini 0.2772115 0.7163289 0
## INFO [11:17:16.935] [bbotk] errors runtime_learners uhash
## INFO [11:17:16.935] [bbotk] 0 0.3 5917c5a9-3773-4776-99b8-f3bee5cc6b29
## WARN [11:17:16.938] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:16.938] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:16.939] [bbotk] Proposing a randomly sampled point
## INFO [11:17:16.947] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:16.956] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:16.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:17.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:17.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:17.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:17.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:17.183] [mlr3] Finished benchmark
## INFO [11:17:17.199] [bbotk] Result of batch 461:
## INFO [11:17:17.200] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:17.200] [bbotk] 5 125 TRUE extratrees 0.2153808 0.7233596 0
## INFO [11:17:17.200] [bbotk] errors runtime_learners uhash
## INFO [11:17:17.200] [bbotk] 0 0.2 a30e1249-2f33-427d-a702-c1d7ddb3c78b
## WARN [11:17:17.203] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:17.203] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:17.203] [bbotk] Proposing a randomly sampled point
## INFO [11:17:17.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:17.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:17.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:17.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:17.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:17.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:17.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:17.394] [mlr3] Finished benchmark
## INFO [11:17:17.409] [bbotk] Result of batch 462:
## INFO [11:17:17.410] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:17.410] [bbotk] 1 329 FALSE extratrees 0.3258572 0.6 0
## INFO [11:17:17.410] [bbotk] errors runtime_learners uhash
## INFO [11:17:17.410] [bbotk] 0 0.148 b884335e-b7b1-453e-a7e4-9027c4363ab3
## WARN [11:17:17.414] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:17.414] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:17.414] [bbotk] Proposing a randomly sampled point
## INFO [11:17:17.423] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:17.442] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:17.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:17.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:17.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:17.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:17.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:17.595] [mlr3] Finished benchmark
## INFO [11:17:17.611] [bbotk] Result of batch 463:
## INFO [11:17:17.612] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:17.612] [bbotk] 4 356 TRUE extratrees 0.3752872 0.4 0
## INFO [11:17:17.612] [bbotk] errors runtime_learners uhash
## INFO [11:17:17.612] [bbotk] 0 0.13 f7e7b105-1735-4d6a-9f2f-c2892be70e5c
## WARN [11:17:17.615] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:17.615] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:17.615] [bbotk] Proposing a randomly sampled point
## INFO [11:17:17.624] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:17.633] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:17.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:17.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:17.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:17.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:17.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:17.920] [mlr3] Finished benchmark
## INFO [11:17:17.936] [bbotk] Result of batch 464:
## INFO [11:17:17.937] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:17.937] [bbotk] 3 212 FALSE extratrees 0.4760693 0.7289536 0
## INFO [11:17:17.937] [bbotk] errors runtime_learners uhash
## INFO [11:17:17.937] [bbotk] 0 0.263 588f15c7-6781-42a1-b8b5-b3b066e38972
## WARN [11:17:17.940] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:17.940] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:17.941] [bbotk] Proposing a randomly sampled point
## INFO [11:17:17.949] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:17.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:17.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:18.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:18.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:18.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:18.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:18.196] [mlr3] Finished benchmark
## INFO [11:17:18.212] [bbotk] Result of batch 465:
## INFO [11:17:18.212] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:18.212] [bbotk] 2 271 FALSE extratrees 0.370862 0.7270845 0
## INFO [11:17:18.212] [bbotk] errors runtime_learners uhash
## INFO [11:17:18.212] [bbotk] 0 0.212 72f01a4d-fff6-480f-b52b-afe38f57cb47
## WARN [11:17:18.215] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:18.216] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:18.216] [bbotk] Proposing a randomly sampled point
## INFO [11:17:18.224] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:18.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:18.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:18.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:18.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:18.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:18.402] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:18.443] [mlr3] Finished benchmark
## INFO [11:17:18.459] [bbotk] Result of batch 466:
## INFO [11:17:18.460] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:18.460] [bbotk] 3 175 TRUE extratrees 0.2518903 0.7289536 0
## INFO [11:17:18.460] [bbotk] errors runtime_learners uhash
## INFO [11:17:18.460] [bbotk] 0 0.184 d724e653-d898-43a2-b33c-81860b18d3b4
## WARN [11:17:18.463] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:18.463] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:18.464] [bbotk] Proposing a randomly sampled point
## INFO [11:17:18.472] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:18.481] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:18.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:18.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:18.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:18.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:18.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:18.956] [mlr3] Finished benchmark
## INFO [11:17:18.972] [bbotk] Result of batch 467:
## INFO [11:17:18.973] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:18.973] [bbotk] 3 26 FALSE extratrees 0.3399178 0.6939571 0
## INFO [11:17:18.973] [bbotk] errors runtime_learners uhash
## INFO [11:17:18.973] [bbotk] 0 0.435 254ee045-725e-4f9a-be08-dd9c49597ddb
## WARN [11:17:18.976] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:18.976] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:18.977] [bbotk] Proposing a randomly sampled point
## INFO [11:17:18.985] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:18.994] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:18.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:19.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:19.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:19.182] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:19.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:19.305] [mlr3] Finished benchmark
## INFO [11:17:19.321] [bbotk] Result of batch 468:
## INFO [11:17:19.322] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:19.322] [bbotk] 4 375 TRUE gini 0.8073171 0.6989753 0
## INFO [11:17:19.322] [bbotk] errors runtime_learners uhash
## INFO [11:17:19.322] [bbotk] 0 0.286 444e7670-d6ee-4f39-99b2-5df2be5b5a89
## WARN [11:17:19.325] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:19.326] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:19.326] [bbotk] Proposing a randomly sampled point
## INFO [11:17:19.334] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:19.343] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:19.346] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:19.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:19.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:19.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:19.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:19.528] [mlr3] Finished benchmark
## INFO [11:17:19.544] [bbotk] Result of batch 469:
## INFO [11:17:19.545] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:19.545] [bbotk] 5 494 FALSE extratrees 0.1446952 0.6 0
## INFO [11:17:19.545] [bbotk] errors runtime_learners uhash
## INFO [11:17:19.545] [bbotk] 0 0.16 178f0bb5-9a7a-4976-9d6a-f08b1e837983
## WARN [11:17:19.548] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:19.549] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:19.549] [bbotk] Proposing a randomly sampled point
## INFO [11:17:19.568] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:19.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:19.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:19.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:19.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:19.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:19.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:19.839] [mlr3] Finished benchmark
## INFO [11:17:19.854] [bbotk] Result of batch 470:
## INFO [11:17:19.855] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:19.855] [bbotk] 3 417 FALSE extratrees 0.72335 0.7290749 0
## INFO [11:17:19.855] [bbotk] errors runtime_learners uhash
## INFO [11:17:19.855] [bbotk] 0 0.236 2e243f1f-ad2d-405b-89a5-11f74e05f779
## WARN [11:17:19.858] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:19.859] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:19.859] [bbotk] Proposing a randomly sampled point
## INFO [11:17:19.867] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:19.876] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:19.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:19.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:20.024] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:20.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:20.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:20.240] [mlr3] Finished benchmark
## INFO [11:17:20.256] [bbotk] Result of batch 471:
## INFO [11:17:20.257] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:20.257] [bbotk] 2 134 TRUE extratrees 0.5909573 0.688363 0
## INFO [11:17:20.257] [bbotk] errors runtime_learners uhash
## INFO [11:17:20.257] [bbotk] 0 0.337 8ea1bb1a-0bf1-4571-8841-29ba223013f1
## WARN [11:17:20.260] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:20.260] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:20.261] [bbotk] Proposing a randomly sampled point
## INFO [11:17:20.269] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:20.278] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:20.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:20.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:20.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:20.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:20.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:20.527] [mlr3] Finished benchmark
## INFO [11:17:20.542] [bbotk] Result of batch 472:
## INFO [11:17:20.543] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:20.543] [bbotk] 3 134 FALSE gini 0.229174 0.6631604 0
## INFO [11:17:20.543] [bbotk] errors runtime_learners uhash
## INFO [11:17:20.543] [bbotk] 0 0.212 b63b2aad-6dd2-438e-b513-5c4a85f7f84b
## WARN [11:17:20.546] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:20.547] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:20.547] [bbotk] Proposing a randomly sampled point
## INFO [11:17:20.555] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:20.565] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:20.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:20.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:20.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:20.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:20.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:20.821] [mlr3] Finished benchmark
## INFO [11:17:20.837] [bbotk] Result of batch 473:
## INFO [11:17:20.838] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:20.838] [bbotk] 5 475 TRUE extratrees 0.6809372 0.7118021 0
## INFO [11:17:20.838] [bbotk] errors runtime_learners uhash
## INFO [11:17:20.838] [bbotk] 0 0.231 ea867652-dd64-4890-be4f-9d14935871b9
## WARN [11:17:20.841] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:20.841] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:20.842] [bbotk] Proposing a randomly sampled point
## INFO [11:17:20.850] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:20.859] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:20.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:20.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:20.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:21.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:21.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:21.102] [mlr3] Finished benchmark
## INFO [11:17:21.118] [bbotk] Result of batch 474:
## INFO [11:17:21.119] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:21.119] [bbotk] 3 299 TRUE gini 0.5220028 0.6671279 0
## INFO [11:17:21.119] [bbotk] errors runtime_learners uhash
## INFO [11:17:21.119] [bbotk] 0 0.206 5ac39826-269a-46a5-a433-791c44ef68fc
## WARN [11:17:21.122] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:21.122] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:21.123] [bbotk] Proposing a randomly sampled point
## INFO [11:17:21.131] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:21.140] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:21.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:21.215] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:21.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:21.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:21.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:21.506] [mlr3] Finished benchmark
## INFO [11:17:21.522] [bbotk] Result of batch 475:
## INFO [11:17:21.523] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:21.523] [bbotk] 1 275 TRUE extratrees 0.9547392 0.7158403 0
## INFO [11:17:21.523] [bbotk] errors runtime_learners uhash
## INFO [11:17:21.523] [bbotk] 0 0.338 541167f9-b1c6-4eb0-bed6-1e3959f319ef
## WARN [11:17:21.526] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:21.526] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:21.526] [bbotk] Proposing a randomly sampled point
## INFO [11:17:21.535] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:21.544] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:21.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:21.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:21.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:21.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:21.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:21.697] [mlr3] Finished benchmark
## INFO [11:17:21.713] [bbotk] Result of batch 476:
## INFO [11:17:21.714] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:21.714] [bbotk] 3 489 TRUE gini 0.5191743 0.6 0
## INFO [11:17:21.714] [bbotk] errors runtime_learners uhash
## INFO [11:17:21.714] [bbotk] 0 0.127 85215fef-4725-4664-a9ff-3d7a0e6a4c47
## WARN [11:17:21.728] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:21.728] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:21.728] [bbotk] Proposing a randomly sampled point
## INFO [11:17:21.737] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:21.746] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:21.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:21.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:21.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:21.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:21.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:21.935] [mlr3] Finished benchmark
## INFO [11:17:21.950] [bbotk] Result of batch 477:
## INFO [11:17:21.951] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:21.951] [bbotk] 2 271 TRUE gini 0.3209804 0.6555462 0
## INFO [11:17:21.951] [bbotk] errors runtime_learners uhash
## INFO [11:17:21.951] [bbotk] 0 0.163 1550c783-dc7b-4286-b561-933e6a051cd2
## WARN [11:17:21.954] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:21.955] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:21.955] [bbotk] Proposing a randomly sampled point
## INFO [11:17:21.964] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:21.973] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:21.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:22.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:22.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:22.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:22.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:22.184] [mlr3] Finished benchmark
## INFO [11:17:22.200] [bbotk] Result of batch 478:
## INFO [11:17:22.201] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:22.201] [bbotk] 5 190 TRUE gini 0.3021703 0.6631604 0
## INFO [11:17:22.201] [bbotk] errors runtime_learners uhash
## INFO [11:17:22.201] [bbotk] 0 0.182 658ff313-7b34-4db1-8845-7c2debe71901
## WARN [11:17:22.204] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:22.204] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:22.205] [bbotk] Proposing a randomly sampled point
## INFO [11:17:22.214] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:22.262] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:22.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:22.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:22.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:22.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:22.669] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:22.768] [mlr3] Finished benchmark
## INFO [11:17:22.784] [bbotk] Result of batch 479:
## INFO [11:17:22.785] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:22.785] [bbotk] 5 116 TRUE gini 0.6849666 0.7180357 0
## INFO [11:17:22.785] [bbotk] errors runtime_learners uhash
## INFO [11:17:22.785] [bbotk] 0 0.478 7ecbad04-8b23-42f1-994e-fdb6296449ff
## WARN [11:17:22.788] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:22.788] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:22.789] [bbotk] Proposing a randomly sampled point
## INFO [11:17:22.797] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:22.806] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:22.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:23.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:23.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:23.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:23.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:24.039] [mlr3] Finished benchmark
## INFO [11:17:24.055] [bbotk] Result of batch 480:
## INFO [11:17:24.056] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:24.056] [bbotk] 5 5 FALSE gini 0.9795354 0.8222183 0
## INFO [11:17:24.056] [bbotk] errors runtime_learners uhash
## INFO [11:17:24.056] [bbotk] 0 1.203 7f4a09fb-2ba4-41c8-8843-cfa3d52aa0f3
## WARN [11:17:24.059] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:24.059] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:24.059] [bbotk] Proposing a randomly sampled point
## INFO [11:17:24.068] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:24.077] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:24.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:24.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:24.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:24.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:24.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:24.261] [mlr3] Finished benchmark
## INFO [11:17:24.277] [bbotk] Result of batch 481:
## INFO [11:17:24.278] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:24.278] [bbotk] 2 312 TRUE extratrees 0.1130973 0.4 0
## INFO [11:17:24.278] [bbotk] errors runtime_learners uhash
## INFO [11:17:24.278] [bbotk] 0 0.139 6c3d1932-a581-49d9-ac66-303d8ab3cb8b
## WARN [11:17:24.281] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:24.281] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:24.282] [bbotk] Proposing a randomly sampled point
## INFO [11:17:24.290] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:24.299] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:24.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:24.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:24.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:24.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:24.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:24.476] [mlr3] Finished benchmark
## INFO [11:17:24.492] [bbotk] Result of batch 482:
## INFO [11:17:24.493] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:24.493] [bbotk] 4 371 FALSE extratrees 0.2459512 0.6 0
## INFO [11:17:24.493] [bbotk] errors runtime_learners uhash
## INFO [11:17:24.493] [bbotk] 0 0.155 8073621b-5aa1-4061-b6f6-1fedf29fd8c2
## WARN [11:17:24.496] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:24.496] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:24.496] [bbotk] Proposing a randomly sampled point
## INFO [11:17:24.505] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:24.514] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:24.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:24.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:24.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:24.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:24.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:24.833] [mlr3] Finished benchmark
## INFO [11:17:24.849] [bbotk] Result of batch 483:
## INFO [11:17:24.850] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:24.850] [bbotk] 4 499 TRUE extratrees 0.951765 0.7270845 0
## INFO [11:17:24.850] [bbotk] errors runtime_learners uhash
## INFO [11:17:24.850] [bbotk] 0 0.293 f8f00288-7d4e-4256-89e5-edb201d7dc45
## WARN [11:17:24.853] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:24.853] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:24.854] [bbotk] Proposing a randomly sampled point
## INFO [11:17:24.874] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:24.891] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:24.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:24.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:25.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:25.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:25.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:25.270] [mlr3] Finished benchmark
## INFO [11:17:25.286] [bbotk] Result of batch 484:
## INFO [11:17:25.287] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:25.287] [bbotk] 3 254 TRUE gini 0.9074683 0.7029859 0
## INFO [11:17:25.287] [bbotk] errors runtime_learners uhash
## INFO [11:17:25.287] [bbotk] 0 0.352 d200717d-5507-4112-a2e0-12d8e1381614
## WARN [11:17:25.290] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:25.291] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:25.291] [bbotk] Proposing a randomly sampled point
## INFO [11:17:25.299] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:25.308] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:25.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:25.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:25.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:25.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:25.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:25.669] [mlr3] Finished benchmark
## INFO [11:17:25.685] [bbotk] Result of batch 485:
## INFO [11:17:25.686] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:25.686] [bbotk] 3 121 TRUE extratrees 0.5059074 0.6901648 0
## INFO [11:17:25.686] [bbotk] errors runtime_learners uhash
## INFO [11:17:25.686] [bbotk] 0 0.335 982abced-6684-43c3-ab6b-f2b486a868c7
## WARN [11:17:25.689] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:25.690] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:25.690] [bbotk] Proposing a randomly sampled point
## INFO [11:17:25.699] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:25.708] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:25.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:25.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:25.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:25.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:25.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:25.956] [mlr3] Finished benchmark
## INFO [11:17:25.973] [bbotk] Result of batch 486:
## INFO [11:17:25.974] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:25.974] [bbotk] 1 393 FALSE extratrees 0.5441563 0.7274631 0
## INFO [11:17:25.974] [bbotk] errors runtime_learners uhash
## INFO [11:17:25.974] [bbotk] 0 0.206 39aa55de-8d14-4f7b-ac10-2de9ae108eb9
## WARN [11:17:25.977] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:25.978] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:25.978] [bbotk] Proposing a randomly sampled point
## INFO [11:17:25.986] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:25.995] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:25.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:26.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:26.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:26.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:26.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:26.313] [mlr3] Finished benchmark
## INFO [11:17:26.329] [bbotk] Result of batch 487:
## INFO [11:17:26.330] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:26.330] [bbotk] 2 271 FALSE extratrees 0.7814979 0.7137662 0
## INFO [11:17:26.330] [bbotk] errors runtime_learners uhash
## INFO [11:17:26.330] [bbotk] 0 0.291 40b9bd9f-3b6c-4ccb-a161-e84a068b61dc
## WARN [11:17:26.333] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:26.333] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:26.333] [bbotk] Proposing a randomly sampled point
## INFO [11:17:26.342] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:26.352] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:26.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:26.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:26.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:26.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:26.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:26.530] [mlr3] Finished benchmark
## INFO [11:17:26.545] [bbotk] Result of batch 488:
## INFO [11:17:26.546] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:26.546] [bbotk] 5 431 FALSE gini 0.2461048 0.6 0
## INFO [11:17:26.546] [bbotk] errors runtime_learners uhash
## INFO [11:17:26.546] [bbotk] 0 0.152 11d7caaf-3d75-488a-9f9a-8b9de1e5a279
## WARN [11:17:26.550] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:26.550] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:26.550] [bbotk] Proposing a randomly sampled point
## INFO [11:17:26.559] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:26.585] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:26.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:26.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:26.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:26.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:26.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:26.975] [mlr3] Finished benchmark
## INFO [11:17:26.990] [bbotk] Result of batch 489:
## INFO [11:17:26.991] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:26.991] [bbotk] 4 164 TRUE extratrees 0.6018942 0.6934706 0
## INFO [11:17:26.991] [bbotk] errors runtime_learners uhash
## INFO [11:17:26.991] [bbotk] 0 0.361 1a737742-5e46-4ccf-9cf2-ff5fbc54033b
## WARN [11:17:26.994] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:26.995] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:26.995] [bbotk] Proposing a randomly sampled point
## INFO [11:17:27.003] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:27.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:27.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:27.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:27.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:27.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:27.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:27.236] [mlr3] Finished benchmark
## INFO [11:17:27.252] [bbotk] Result of batch 490:
## INFO [11:17:27.253] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:27.253] [bbotk] 3 201 TRUE extratrees 0.3162811 0.7250401 0
## INFO [11:17:27.253] [bbotk] errors runtime_learners uhash
## INFO [11:17:27.253] [bbotk] 0 0.197 7983bc94-02ae-4bed-9127-036fcd8d8912
## WARN [11:17:27.256] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:27.257] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:27.257] [bbotk] Proposing a randomly sampled point
## INFO [11:17:27.266] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:27.275] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:27.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:27.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:27.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:27.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:27.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:27.456] [mlr3] Finished benchmark
## INFO [11:17:27.476] [bbotk] Result of batch 491:
## INFO [11:17:27.477] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:27.477] [bbotk] 2 483 FALSE gini 0.4597095 0.6 0
## INFO [11:17:27.477] [bbotk] errors runtime_learners uhash
## INFO [11:17:27.477] [bbotk] 0 0.141 2381a6cc-5564-40ad-a944-51c067810388
## WARN [11:17:27.480] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:27.481] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:27.481] [bbotk] Proposing a randomly sampled point
## INFO [11:17:27.490] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:27.499] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:27.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:27.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:27.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:27.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:27.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:27.837] [mlr3] Finished benchmark
## INFO [11:17:27.853] [bbotk] Result of batch 492:
## INFO [11:17:27.854] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:27.854] [bbotk] 5 77 TRUE extratrees 0.2905038 0.6918177 0
## INFO [11:17:27.854] [bbotk] errors runtime_learners uhash
## INFO [11:17:27.854] [bbotk] 0 0.31 d855343c-76e1-41dd-9a50-f0ce4047ec41
## WARN [11:17:27.857] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:27.857] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:27.857] [bbotk] Proposing a randomly sampled point
## INFO [11:17:27.866] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:27.875] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:27.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:27.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:28.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:28.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:28.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:28.359] [mlr3] Finished benchmark
## INFO [11:17:28.376] [bbotk] Result of batch 493:
## INFO [11:17:28.377] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:28.377] [bbotk] 1 8 FALSE extratrees 0.2579066 0.6957589 0
## INFO [11:17:28.377] [bbotk] errors runtime_learners uhash
## INFO [11:17:28.377] [bbotk] 0 0.457 003c8d66-760f-413a-8cd3-250e3c944cd5
## WARN [11:17:28.380] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:28.380] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:28.380] [bbotk] Proposing a randomly sampled point
## INFO [11:17:28.407] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:28.421] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:28.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:28.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:28.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:28.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:28.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:28.669] [mlr3] Finished benchmark
## INFO [11:17:28.685] [bbotk] Result of batch 494:
## INFO [11:17:28.686] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:28.686] [bbotk] 2 383 TRUE gini 0.7092419 0.6823343 0
## INFO [11:17:28.686] [bbotk] errors runtime_learners uhash
## INFO [11:17:28.686] [bbotk] 0 0.224 d09d56f9-ba6d-4217-849b-de77a011194f
## WARN [11:17:28.689] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:28.690] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:28.690] [bbotk] Proposing a randomly sampled point
## INFO [11:17:28.698] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:28.708] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:28.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:28.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:28.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:28.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:29.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:29.114] [mlr3] Finished benchmark
## INFO [11:17:29.130] [bbotk] Result of batch 495:
## INFO [11:17:29.131] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:29.131] [bbotk] 3 246 TRUE extratrees 0.89096 0.6970466 0
## INFO [11:17:29.131] [bbotk] errors runtime_learners uhash
## INFO [11:17:29.131] [bbotk] 0 0.381 3d9054b5-8364-470e-b364-9c24bf33297a
## WARN [11:17:29.134] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:29.135] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:29.135] [bbotk] Proposing a randomly sampled point
## INFO [11:17:29.144] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:29.153] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:29.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:29.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:29.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:29.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:29.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:29.411] [mlr3] Finished benchmark
## INFO [11:17:29.427] [bbotk] Result of batch 496:
## INFO [11:17:29.428] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:29.428] [bbotk] 1 419 TRUE extratrees 0.6138961 0.7312014 0
## INFO [11:17:29.428] [bbotk] errors runtime_learners uhash
## INFO [11:17:29.428] [bbotk] 0 0.225 f99a666a-72ed-488b-8ed2-10978cb00113
## WARN [11:17:29.431] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:29.431] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:29.432] [bbotk] Proposing a randomly sampled point
## INFO [11:17:29.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:29.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:29.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:29.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:29.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:29.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:29.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:29.967] [mlr3] Finished benchmark
## INFO [11:17:29.983] [bbotk] Result of batch 497:
## INFO [11:17:29.984] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:29.984] [bbotk] 3 42 TRUE gini 0.6084874 0.7425448 0
## INFO [11:17:29.984] [bbotk] errors runtime_learners uhash
## INFO [11:17:29.984] [bbotk] 0 0.494 ccfb09d9-94ef-4d36-a4ab-f94669b0ae34
## WARN [11:17:29.987] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:29.987] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:29.988] [bbotk] Proposing a randomly sampled point
## INFO [11:17:29.996] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:30.005] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:30.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:30.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:30.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:30.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:30.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:30.374] [mlr3] Finished benchmark
## INFO [11:17:30.405] [bbotk] Result of batch 498:
## INFO [11:17:30.406] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:30.406] [bbotk] 2 47 TRUE gini 0.3738954 0.7180336 0
## INFO [11:17:30.406] [bbotk] errors runtime_learners uhash
## INFO [11:17:30.406] [bbotk] 0 0.343 be04c9d2-0c0c-4de9-8c90-5825362d157e
## WARN [11:17:30.411] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:30.412] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:30.412] [bbotk] Proposing a randomly sampled point
## INFO [11:17:30.426] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:30.435] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:30.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:30.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:30.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:30.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:30.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:30.589] [mlr3] Finished benchmark
## INFO [11:17:30.605] [bbotk] Result of batch 499:
## INFO [11:17:30.605] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:30.605] [bbotk] 2 304 TRUE gini 0.3381491 0.6 0
## INFO [11:17:30.605] [bbotk] errors runtime_learners uhash
## INFO [11:17:30.605] [bbotk] 0 0.129 6c64e726-9809-4475-807f-c9c3e8115899
## WARN [11:17:30.609] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:30.609] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:30.610] [bbotk] Proposing a randomly sampled point
## INFO [11:17:30.618] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:30.627] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:30.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:30.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:30.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:31.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:31.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:31.335] [mlr3] Finished benchmark
## INFO [11:17:31.351] [bbotk] Result of batch 500:
## INFO [11:17:31.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:31.352] [bbotk] 5 48 FALSE gini 0.8325246 0.7636296 0
## INFO [11:17:31.352] [bbotk] errors runtime_learners uhash
## INFO [11:17:31.352] [bbotk] 0 0.678 8ce60cff-8dd1-4239-9e85-0ff65b80786e
## WARN [11:17:31.355] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:31.356] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:31.356] [bbotk] Proposing a randomly sampled point
## INFO [11:17:31.365] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:31.374] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:31.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:31.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:31.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:31.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:31.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:31.580] [mlr3] Finished benchmark
## INFO [11:17:31.596] [bbotk] Result of batch 501:
## INFO [11:17:31.597] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:31.597] [bbotk] 2 157 FALSE gini 0.1525742 0.6 0
## INFO [11:17:31.597] [bbotk] errors runtime_learners uhash
## INFO [11:17:31.597] [bbotk] 0 0.163 6cdab2b6-876c-4f2d-b6dd-efa8dc8239e8
## WARN [11:17:31.600] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:31.600] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:31.601] [bbotk] Proposing a randomly sampled point
## INFO [11:17:31.609] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:31.618] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:31.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:31.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:31.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:31.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:31.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:32.011] [mlr3] Finished benchmark
## INFO [11:17:32.027] [bbotk] Result of batch 502:
## INFO [11:17:32.028] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:32.028] [bbotk] 5 309 TRUE extratrees 0.8235355 0.7025371 0
## INFO [11:17:32.028] [bbotk] errors runtime_learners uhash
## INFO [11:17:32.028] [bbotk] 0 0.365 d9eb713e-7acb-4584-bf48-9ba6b84c9a52
## WARN [11:17:32.031] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:32.032] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:32.032] [bbotk] Proposing a randomly sampled point
## INFO [11:17:32.041] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:32.051] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:32.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:32.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:32.290] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:32.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:32.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:32.669] [mlr3] Finished benchmark
## INFO [11:17:32.691] [bbotk] Result of batch 503:
## INFO [11:17:32.692] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:32.692] [bbotk] 4 107 FALSE extratrees 0.9658831 0.6863428 0
## INFO [11:17:32.692] [bbotk] errors runtime_learners uhash
## INFO [11:17:32.692] [bbotk] 0 0.58 77fe3746-38be-4f48-adf3-2b616dc62156
## WARN [11:17:32.695] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:32.696] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:32.696] [bbotk] Proposing a randomly sampled point
## INFO [11:17:32.705] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:32.714] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:32.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:32.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:32.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:33.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:33.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:33.205] [mlr3] Finished benchmark
## INFO [11:17:33.221] [bbotk] Result of batch 504:
## INFO [11:17:33.222] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:33.222] [bbotk] 1 29 FALSE gini 0.7734143 0.7529046 0
## INFO [11:17:33.222] [bbotk] errors runtime_learners uhash
## INFO [11:17:33.222] [bbotk] 0 0.463 0783686c-5a37-4a95-9619-7dcde7ead53c
## WARN [11:17:33.225] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:33.225] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:33.226] [bbotk] Proposing a randomly sampled point
## INFO [11:17:33.234] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:33.244] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:33.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:33.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:33.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:33.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:33.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:33.494] [mlr3] Finished benchmark
## INFO [11:17:33.510] [bbotk] Result of batch 505:
## INFO [11:17:33.510] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:33.510] [bbotk] 3 492 FALSE extratrees 0.7882105 0.7290749 0
## INFO [11:17:33.510] [bbotk] errors runtime_learners uhash
## INFO [11:17:33.510] [bbotk] 0 0.227 8aa4a622-ef32-459d-99e7-325ee6f3c4f7
## WARN [11:17:33.514] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:33.514] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:33.514] [bbotk] Proposing a randomly sampled point
## INFO [11:17:33.540] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:33.555] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:33.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:33.744] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:33.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:34.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:34.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:34.504] [mlr3] Finished benchmark
## INFO [11:17:34.521] [bbotk] Result of batch 506:
## INFO [11:17:34.522] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:34.522] [bbotk] 4 15 FALSE gini 0.9955693 0.8030196 0
## INFO [11:17:34.522] [bbotk] errors runtime_learners uhash
## INFO [11:17:34.522] [bbotk] 0 0.921 42e437c8-b204-4a10-83da-9e855b98206d
## WARN [11:17:34.525] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:34.525] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:34.526] [bbotk] Proposing a randomly sampled point
## INFO [11:17:34.534] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:34.543] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:34.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:34.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:34.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:34.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:34.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:34.829] [mlr3] Finished benchmark
## INFO [11:17:34.846] [bbotk] Result of batch 507:
## INFO [11:17:34.846] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:34.846] [bbotk] 4 300 FALSE extratrees 0.5886149 0.7267603 0
## INFO [11:17:34.846] [bbotk] errors runtime_learners uhash
## INFO [11:17:34.846] [bbotk] 0 0.26 ce5af1d3-81cd-4dde-937e-dafb04935a72
## WARN [11:17:34.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:34.850] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:34.850] [bbotk] Proposing a randomly sampled point
## INFO [11:17:34.859] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:34.881] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:34.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:34.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:35.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:35.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:35.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:35.380] [mlr3] Finished benchmark
## INFO [11:17:35.396] [bbotk] Result of batch 508:
## INFO [11:17:35.396] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:35.396] [bbotk] 5 122 TRUE gini 0.6716311 0.708431 0
## INFO [11:17:35.396] [bbotk] errors runtime_learners uhash
## INFO [11:17:35.396] [bbotk] 0 0.465 23b9f37d-41e0-46cf-928a-531221bfb165
## WARN [11:17:35.400] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:35.400] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:35.400] [bbotk] Proposing a randomly sampled point
## INFO [11:17:35.409] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:35.418] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:35.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:35.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:35.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:35.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:36.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:36.250] [mlr3] Finished benchmark
## INFO [11:17:36.266] [bbotk] Result of batch 509:
## INFO [11:17:36.267] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:36.267] [bbotk] 5 10 TRUE gini 0.615732 0.8049931 0
## INFO [11:17:36.267] [bbotk] errors runtime_learners uhash
## INFO [11:17:36.267] [bbotk] 0 0.805 f901c603-9532-43ba-be16-2a3b14c79525
## WARN [11:17:36.270] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:36.271] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:36.271] [bbotk] Proposing a randomly sampled point
## INFO [11:17:36.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:36.289] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:36.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:36.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:36.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:36.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:36.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:36.540] [mlr3] Finished benchmark
## INFO [11:17:36.556] [bbotk] Result of batch 510:
## INFO [11:17:36.557] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:36.557] [bbotk] 4 392 FALSE gini 0.5859438 0.6593143 0
## INFO [11:17:36.557] [bbotk] errors runtime_learners uhash
## INFO [11:17:36.557] [bbotk] 0 0.219 054f2011-d462-408d-a2fe-8decdf06cc16
## WARN [11:17:36.560] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:36.560] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:36.561] [bbotk] Proposing a randomly sampled point
## INFO [11:17:36.569] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:36.578] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:36.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:36.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:36.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:36.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:36.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:36.845] [mlr3] Finished benchmark
## INFO [11:17:36.861] [bbotk] Result of batch 511:
## INFO [11:17:36.862] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:36.862] [bbotk] 2 275 TRUE gini 0.5877638 0.6915475 0
## INFO [11:17:36.862] [bbotk] errors runtime_learners uhash
## INFO [11:17:36.862] [bbotk] 0 0.241 bc25b87d-97ac-4ef2-b95c-f429466b5ea6
## WARN [11:17:36.865] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:36.866] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:36.866] [bbotk] Proposing a randomly sampled point
## INFO [11:17:36.875] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:36.884] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:36.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:36.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:36.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:37.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:37.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:37.140] [mlr3] Finished benchmark
## INFO [11:17:37.156] [bbotk] Result of batch 512:
## INFO [11:17:37.157] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:37.157] [bbotk] 3 143 FALSE gini 0.2587149 0.6824017 0
## INFO [11:17:37.157] [bbotk] errors runtime_learners uhash
## INFO [11:17:37.157] [bbotk] 0 0.23 f2b6c60d-f223-401d-abbb-9f993abbad07
## WARN [11:17:37.172] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:37.173] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:37.173] [bbotk] Proposing a randomly sampled point
## INFO [11:17:37.188] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:37.199] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:37.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:37.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:37.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:37.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:37.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:37.601] [mlr3] Finished benchmark
## INFO [11:17:37.617] [bbotk] Result of batch 513:
## INFO [11:17:37.617] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:37.617] [bbotk] 3 148 TRUE gini 0.6787924 0.7086473 0
## INFO [11:17:37.617] [bbotk] errors runtime_learners uhash
## INFO [11:17:37.617] [bbotk] 0 0.374 0988b719-6997-4656-8d5f-a38f9230748a
## WARN [11:17:37.621] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:37.621] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:37.621] [bbotk] Proposing a randomly sampled point
## INFO [11:17:37.630] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:37.639] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:37.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:37.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:37.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:37.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:37.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:37.854] [mlr3] Finished benchmark
## INFO [11:17:37.870] [bbotk] Result of batch 514:
## INFO [11:17:37.871] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:37.871] [bbotk] 2 273 FALSE gini 0.382479 0.653526 0
## INFO [11:17:37.871] [bbotk] errors runtime_learners uhash
## INFO [11:17:37.871] [bbotk] 0 0.188 85dca422-2fb0-48c3-b500-67a05c6c194c
## WARN [11:17:37.874] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:37.875] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:37.875] [bbotk] Proposing a randomly sampled point
## INFO [11:17:37.884] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:37.893] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:37.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:37.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:38.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:38.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:38.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:38.150] [mlr3] Finished benchmark
## INFO [11:17:38.166] [bbotk] Result of batch 515:
## INFO [11:17:38.167] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:38.167] [bbotk] 2 403 FALSE gini 0.736728 0.6878766 0
## INFO [11:17:38.167] [bbotk] errors runtime_learners uhash
## INFO [11:17:38.167] [bbotk] 0 0.224 7d94bc15-6dba-432a-af3c-c951cd4d4244
## WARN [11:17:38.170] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:38.171] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:38.171] [bbotk] Proposing a randomly sampled point
## INFO [11:17:38.180] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:38.189] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:38.191] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:38.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:38.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:38.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:38.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:38.568] [mlr3] Finished benchmark
## INFO [11:17:38.585] [bbotk] Result of batch 516:
## INFO [11:17:38.586] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:38.586] [bbotk] 1 95 FALSE extratrees 0.6102398 0.692185 0
## INFO [11:17:38.586] [bbotk] errors runtime_learners uhash
## INFO [11:17:38.586] [bbotk] 0 0.35 9c3943a6-3da6-4025-befe-22ec571ca620
## WARN [11:17:38.589] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:38.589] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:38.590] [bbotk] Proposing a randomly sampled point
## INFO [11:17:38.598] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:38.608] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:38.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:38.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:38.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:38.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:38.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:38.855] [mlr3] Finished benchmark
## INFO [11:17:38.877] [bbotk] Result of batch 517:
## INFO [11:17:38.878] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:38.878] [bbotk] 5 455 FALSE gini 0.6143666 0.6593143 0
## INFO [11:17:38.878] [bbotk] errors runtime_learners uhash
## INFO [11:17:38.878] [bbotk] 0 0.209 9d2fff70-7348-4348-a9c6-d377b4b77f39
## WARN [11:17:38.881] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:38.882] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:38.882] [bbotk] Proposing a randomly sampled point
## INFO [11:17:38.890] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:38.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:38.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:38.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:38.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:39.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:39.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:39.115] [mlr3] Finished benchmark
## INFO [11:17:39.131] [bbotk] Result of batch 518:
## INFO [11:17:39.132] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:39.132] [bbotk] 2 371 FALSE extratrees 0.4802053 0.7221668 0
## INFO [11:17:39.132] [bbotk] errors runtime_learners uhash
## INFO [11:17:39.132] [bbotk] 0 0.191 7596588c-99de-4490-8c30-a597aad641d1
## WARN [11:17:39.135] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:39.135] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:39.136] [bbotk] Proposing a randomly sampled point
## INFO [11:17:39.144] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:39.153] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:39.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:39.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:39.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:39.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:39.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:39.311] [mlr3] Finished benchmark
## INFO [11:17:39.327] [bbotk] Result of batch 519:
## INFO [11:17:39.328] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:39.328] [bbotk] 1 491 TRUE gini 0.2229406 0.6 0
## INFO [11:17:39.328] [bbotk] errors runtime_learners uhash
## INFO [11:17:39.328] [bbotk] 0 0.131 6938aa58-90b8-468a-be76-6e187d1ac2c9
## WARN [11:17:39.331] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:39.332] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:39.332] [bbotk] Proposing a randomly sampled point
## INFO [11:17:39.353] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:39.371] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:39.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:39.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:39.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:39.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:40.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:40.295] [mlr3] Finished benchmark
## INFO [11:17:40.311] [bbotk] Result of batch 520:
## INFO [11:17:40.312] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:40.312] [bbotk] 5 19 TRUE gini 0.9092275 0.7996693 0
## INFO [11:17:40.312] [bbotk] errors runtime_learners uhash
## INFO [11:17:40.312] [bbotk] 0 0.896 0af3e1a1-fc3e-4ef1-9f56-68ae1ca7e2c2
## WARN [11:17:40.315] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:40.315] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:40.316] [bbotk] Proposing a randomly sampled point
## INFO [11:17:40.324] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:40.333] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:40.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:40.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:40.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:40.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:40.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:40.539] [mlr3] Finished benchmark
## INFO [11:17:40.556] [bbotk] Result of batch 521:
## INFO [11:17:40.557] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:40.557] [bbotk] 2 452 TRUE extratrees 0.568877 0.7134819 0
## INFO [11:17:40.557] [bbotk] errors runtime_learners uhash
## INFO [11:17:40.557] [bbotk] 0 0.178 788df6d0-97a7-4d46-8e6c-095a168930e8
## WARN [11:17:40.560] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:40.560] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:40.561] [bbotk] Proposing a randomly sampled point
## INFO [11:17:40.569] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:40.578] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:40.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:40.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:40.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:40.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:40.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:40.844] [mlr3] Finished benchmark
## INFO [11:17:40.860] [bbotk] Result of batch 522:
## INFO [11:17:40.860] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:40.860] [bbotk] 4 457 FALSE extratrees 0.6460317 0.7173961 0
## INFO [11:17:40.860] [bbotk] errors runtime_learners uhash
## INFO [11:17:40.860] [bbotk] 0 0.221 2a66cce0-5145-4282-87ec-ed18d9db9105
## WARN [11:17:40.864] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:40.864] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:40.864] [bbotk] Proposing a randomly sampled point
## INFO [11:17:40.873] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:40.882] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:40.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:40.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:41.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:41.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:41.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:41.179] [mlr3] Finished benchmark
## INFO [11:17:41.195] [bbotk] Result of batch 523:
## INFO [11:17:41.196] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:41.196] [bbotk] 1 130 TRUE gini 0.5157535 0.6939031 0
## INFO [11:17:41.196] [bbotk] errors runtime_learners uhash
## INFO [11:17:41.196] [bbotk] 0 0.271 55854f24-a5c8-4197-bc0c-fe5fb80244e4
## WARN [11:17:41.200] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:41.200] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:41.200] [bbotk] Proposing a randomly sampled point
## INFO [11:17:41.209] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:41.218] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:41.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:41.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:41.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:41.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:41.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:41.735] [mlr3] Finished benchmark
## INFO [11:17:41.752] [bbotk] Result of batch 524:
## INFO [11:17:41.753] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:41.753] [bbotk] 3 122 FALSE extratrees 0.9133881 0.6802822 0
## INFO [11:17:41.753] [bbotk] errors runtime_learners uhash
## INFO [11:17:41.753] [bbotk] 0 0.474 817cc1af-ed2f-41ce-955a-a4de6d78952b
## WARN [11:17:41.757] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:41.757] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:41.757] [bbotk] Proposing a randomly sampled point
## INFO [11:17:41.766] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:41.775] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:41.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:41.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:41.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:41.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:41.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:41.949] [mlr3] Finished benchmark
## INFO [11:17:41.966] [bbotk] Result of batch 525:
## INFO [11:17:41.966] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:41.966] [bbotk] 3 365 FALSE gini 0.2962843 0.6 0
## INFO [11:17:41.966] [bbotk] errors runtime_learners uhash
## INFO [11:17:41.966] [bbotk] 0 0.149 f1787b21-74d8-4fd4-b627-881f12d49203
## WARN [11:17:41.970] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:41.970] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:41.970] [bbotk] Proposing a randomly sampled point
## INFO [11:17:41.979] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:41.988] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:41.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:42.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:42.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:42.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:42.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:42.162] [mlr3] Finished benchmark
## INFO [11:17:42.178] [bbotk] Result of batch 526:
## INFO [11:17:42.179] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:42.179] [bbotk] 4 460 FALSE gini 0.3686518 0.6 0
## INFO [11:17:42.179] [bbotk] errors runtime_learners uhash
## INFO [11:17:42.179] [bbotk] 0 0.147 afe700c3-f8f1-4746-b88f-e9c2aff2ecf1
## WARN [11:17:42.195] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:42.195] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:42.196] [bbotk] Proposing a randomly sampled point
## INFO [11:17:42.211] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:42.221] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:42.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:42.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:42.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:42.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:42.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:42.578] [mlr3] Finished benchmark
## INFO [11:17:42.594] [bbotk] Result of batch 527:
## INFO [11:17:42.595] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:42.595] [bbotk] 5 281 TRUE extratrees 0.7016388 0.7116808 0
## INFO [11:17:42.595] [bbotk] errors runtime_learners uhash
## INFO [11:17:42.595] [bbotk] 0 0.33 8695376c-a601-48dc-9c63-c4a9e4e65b60
## WARN [11:17:42.598] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:42.599] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:42.599] [bbotk] Proposing a randomly sampled point
## INFO [11:17:42.608] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:42.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:42.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:42.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:42.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:42.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:42.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:42.968] [mlr3] Finished benchmark
## INFO [11:17:42.985] [bbotk] Result of batch 528:
## INFO [11:17:42.986] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:42.986] [bbotk] 3 141 FALSE gini 0.4852096 0.6990966 0
## INFO [11:17:42.986] [bbotk] errors runtime_learners uhash
## INFO [11:17:42.986] [bbotk] 0 0.327 20acb7ac-4f95-4399-8d85-714b1fea28ba
## WARN [11:17:42.989] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:42.990] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:42.990] [bbotk] Proposing a randomly sampled point
## INFO [11:17:42.999] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:43.058] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:43.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:43.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:43.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:43.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:43.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:43.270] [mlr3] Finished benchmark
## INFO [11:17:43.287] [bbotk] Result of batch 529:
## INFO [11:17:43.287] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:43.287] [bbotk] 2 187 TRUE extratrees 0.2433059 0.7239545 0
## INFO [11:17:43.287] [bbotk] errors runtime_learners uhash
## INFO [11:17:43.287] [bbotk] 0 0.179 2c3c6b52-a94b-40cf-b768-b07bcefe5312
## WARN [11:17:43.291] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:43.291] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:43.291] [bbotk] Proposing a randomly sampled point
## INFO [11:17:43.300] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:43.309] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:43.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:43.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:43.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:43.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:43.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:43.463] [mlr3] Finished benchmark
## INFO [11:17:43.479] [bbotk] Result of batch 530:
## INFO [11:17:43.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:43.480] [bbotk] 1 382 TRUE extratrees 0.4288161 0.4 0
## INFO [11:17:43.480] [bbotk] errors runtime_learners uhash
## INFO [11:17:43.480] [bbotk] 0 0.129 058ae171-1ae3-4879-bee7-4d2d8f1055f8
## WARN [11:17:43.483] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:43.484] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:43.484] [bbotk] Proposing a randomly sampled point
## INFO [11:17:43.493] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:43.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:43.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:43.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:43.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:43.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:43.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:43.713] [mlr3] Finished benchmark
## INFO [11:17:43.747] [bbotk] Result of batch 531:
## INFO [11:17:43.748] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:43.748] [bbotk] 1 447 FALSE gini 0.7850511 0.6823995 0
## INFO [11:17:43.748] [bbotk] errors runtime_learners uhash
## INFO [11:17:43.748] [bbotk] 0 0.182 1d77c07d-017d-4ecf-b3ff-b6dd0e96e478
## WARN [11:17:43.754] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:43.754] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:43.755] [bbotk] Proposing a randomly sampled point
## INFO [11:17:43.769] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:43.779] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:43.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:43.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:43.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:43.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:43.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:44.021] [mlr3] Finished benchmark
## INFO [11:17:44.037] [bbotk] Result of batch 532:
## INFO [11:17:44.038] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:44.038] [bbotk] 1 448 FALSE extratrees 0.6822059 0.7366763 0
## INFO [11:17:44.038] [bbotk] errors runtime_learners uhash
## INFO [11:17:44.038] [bbotk] 0 0.215 e43e5f12-20de-499d-9a7d-7c6db8e041cd
## WARN [11:17:44.042] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:44.042] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:44.042] [bbotk] Proposing a randomly sampled point
## INFO [11:17:44.051] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:44.060] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:44.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:44.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:44.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:44.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:44.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:44.338] [mlr3] Finished benchmark
## INFO [11:17:44.355] [bbotk] Result of batch 533:
## INFO [11:17:44.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:44.356] [bbotk] 5 385 FALSE extratrees 0.6750699 0.7269334 0
## INFO [11:17:44.356] [bbotk] errors runtime_learners uhash
## INFO [11:17:44.356] [bbotk] 0 0.252 e8f89bc8-39d7-43a0-a9be-340e839e91f3
## WARN [11:17:44.359] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:44.359] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:44.359] [bbotk] Proposing a randomly sampled point
## INFO [11:17:44.368] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:44.377] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:44.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:44.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:44.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:44.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:44.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:44.696] [mlr3] Finished benchmark
## INFO [11:17:44.713] [bbotk] Result of batch 534:
## INFO [11:17:44.713] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:44.713] [bbotk] 1 92 FALSE gini 0.3024552 0.6961418 0
## INFO [11:17:44.713] [bbotk] errors runtime_learners uhash
## INFO [11:17:44.713] [bbotk] 0 0.276 edbb5ba1-484d-4c7a-b8de-9cf433f67041
## WARN [11:17:44.717] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:44.717] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:44.717] [bbotk] Proposing a randomly sampled point
## INFO [11:17:44.726] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:44.735] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:44.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:44.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:44.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:44.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:44.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:44.891] [mlr3] Finished benchmark
## INFO [11:17:44.908] [bbotk] Result of batch 535:
## INFO [11:17:44.908] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:44.908] [bbotk] 4 494 FALSE gini 0.553406 0.6 0
## INFO [11:17:44.908] [bbotk] errors runtime_learners uhash
## INFO [11:17:44.908] [bbotk] 0 0.131 b09ca7ea-3621-45c4-acdf-a9a567757d73
## WARN [11:17:44.912] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:44.912] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:44.912] [bbotk] Proposing a randomly sampled point
## INFO [11:17:44.921] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:44.930] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:44.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:44.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:44.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:45.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:45.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:45.088] [mlr3] Finished benchmark
## INFO [11:17:45.118] [bbotk] Result of batch 536:
## INFO [11:17:45.120] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:45.120] [bbotk] 3 202 TRUE extratrees 0.2183364 0.6 0
## INFO [11:17:45.120] [bbotk] errors runtime_learners uhash
## INFO [11:17:45.120] [bbotk] 0 0.134 7153f6a1-3954-4502-8b4b-0f93f5319c30
## WARN [11:17:45.125] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:45.126] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:45.126] [bbotk] Proposing a randomly sampled point
## INFO [11:17:45.143] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:45.153] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:45.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:45.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:45.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:45.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:45.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:45.429] [mlr3] Finished benchmark
## INFO [11:17:45.445] [bbotk] Result of batch 537:
## INFO [11:17:45.446] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:45.446] [bbotk] 1 268 FALSE gini 0.9493133 0.6937819 0
## INFO [11:17:45.446] [bbotk] errors runtime_learners uhash
## INFO [11:17:45.446] [bbotk] 0 0.249 195659b5-3db3-4869-b2fa-f60aa2d260d3
## WARN [11:17:45.449] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:45.449] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:45.449] [bbotk] Proposing a randomly sampled point
## INFO [11:17:45.458] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:45.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:45.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:45.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:45.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:45.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:45.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:45.999] [mlr3] Finished benchmark
## INFO [11:17:46.016] [bbotk] Result of batch 538:
## INFO [11:17:46.017] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:46.017] [bbotk] 5 140 TRUE extratrees 0.7813418 0.6801333 0
## INFO [11:17:46.017] [bbotk] errors runtime_learners uhash
## INFO [11:17:46.017] [bbotk] 0 0.503 e0c2e540-6d90-4d1b-be24-4126936afa66
## WARN [11:17:46.020] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:46.020] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:46.021] [bbotk] Proposing a randomly sampled point
## INFO [11:17:46.029] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:46.038] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:46.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:46.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:46.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:46.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:46.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:46.345] [mlr3] Finished benchmark
## INFO [11:17:46.362] [bbotk] Result of batch 539:
## INFO [11:17:46.362] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:46.362] [bbotk] 4 403 FALSE gini 0.8619346 0.7296521 0
## INFO [11:17:46.362] [bbotk] errors runtime_learners uhash
## INFO [11:17:46.362] [bbotk] 0 0.259 9afd83c4-4e2c-43da-aa4d-39276e47b73a
## WARN [11:17:46.366] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:46.366] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:46.367] [bbotk] Proposing a randomly sampled point
## INFO [11:17:46.375] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:46.384] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:46.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:46.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:46.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:46.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:46.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:46.664] [mlr3] Finished benchmark
## INFO [11:17:46.680] [bbotk] Result of batch 540:
## INFO [11:17:46.681] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:46.681] [bbotk] 2 227 FALSE gini 0.5178107 0.6992589 0
## INFO [11:17:46.681] [bbotk] errors runtime_learners uhash
## INFO [11:17:46.681] [bbotk] 0 0.252 adc934cf-9f74-45d3-88ab-9bf7dec04482
## WARN [11:17:46.685] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:46.685] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:46.685] [bbotk] Proposing a randomly sampled point
## INFO [11:17:46.694] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:46.703] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:46.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:46.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:46.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:46.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:46.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:46.859] [mlr3] Finished benchmark
## INFO [11:17:46.891] [bbotk] Result of batch 541:
## INFO [11:17:46.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:46.893] [bbotk] 5 261 TRUE extratrees 0.2625147 0.6 0
## INFO [11:17:46.893] [bbotk] errors runtime_learners uhash
## INFO [11:17:46.893] [bbotk] 0 0.13 dfecb424-a762-42ab-a527-73b74521c017
## WARN [11:17:46.898] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:46.899] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:46.899] [bbotk] Proposing a randomly sampled point
## INFO [11:17:46.914] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:46.924] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:46.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:46.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:46.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:47.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:47.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:47.079] [mlr3] Finished benchmark
## INFO [11:17:47.095] [bbotk] Result of batch 542:
## INFO [11:17:47.096] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:47.096] [bbotk] 3 398 TRUE extratrees 0.2640098 0.4 0
## INFO [11:17:47.096] [bbotk] errors runtime_learners uhash
## INFO [11:17:47.096] [bbotk] 0 0.13 ebb58187-56d4-4301-9182-7fbe1c1ab731
## WARN [11:17:47.099] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:47.100] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:47.100] [bbotk] Proposing a randomly sampled point
## INFO [11:17:47.109] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:47.118] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:47.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:47.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:47.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:47.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:47.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:47.480] [mlr3] Finished benchmark
## INFO [11:17:47.497] [bbotk] Result of batch 543:
## INFO [11:17:47.498] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:47.498] [bbotk] 1 125 TRUE extratrees 0.6063941 0.69736 0
## INFO [11:17:47.498] [bbotk] errors runtime_learners uhash
## INFO [11:17:47.498] [bbotk] 0 0.333 0340f702-495a-44c9-9f55-36b554ad51a5
## WARN [11:17:47.501] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:47.501] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:47.502] [bbotk] Proposing a randomly sampled point
## INFO [11:17:47.510] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:47.519] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:47.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:47.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:47.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:47.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:47.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:47.886] [mlr3] Finished benchmark
## INFO [11:17:47.902] [bbotk] Result of batch 544:
## INFO [11:17:47.903] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:47.903] [bbotk] 1 154 TRUE extratrees 0.5938448 0.7120162 0
## INFO [11:17:47.903] [bbotk] errors runtime_learners uhash
## INFO [11:17:47.903] [bbotk] 0 0.32 222c62ad-75f6-40fc-8190-6ef2f319dbc0
## WARN [11:17:47.906] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:47.907] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:47.907] [bbotk] Proposing a randomly sampled point
## INFO [11:17:47.915] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:47.924] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:47.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:47.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:48.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:48.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:48.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:48.148] [mlr3] Finished benchmark
## INFO [11:17:48.164] [bbotk] Result of batch 545:
## INFO [11:17:48.165] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:48.165] [bbotk] 3 170 FALSE gini 0.222875 0.6495827 0
## INFO [11:17:48.165] [bbotk] errors runtime_learners uhash
## INFO [11:17:48.165] [bbotk] 0 0.199 75d7edd3-bc2d-4e40-b873-e070a0971d40
## WARN [11:17:48.169] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:48.169] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:48.169] [bbotk] Proposing a randomly sampled point
## INFO [11:17:48.178] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:48.187] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:48.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:48.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:48.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:48.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:48.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:48.697] [mlr3] Finished benchmark
## INFO [11:17:48.721] [bbotk] Result of batch 546:
## INFO [11:17:48.723] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:48.723] [bbotk] 4 58 FALSE gini 0.5042445 0.7325593 0
## INFO [11:17:48.723] [bbotk] errors runtime_learners uhash
## INFO [11:17:48.723] [bbotk] 0 0.481 8f6c8205-1523-4473-a4ef-81a54a2b262d
## WARN [11:17:48.728] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:48.728] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:48.728] [bbotk] Proposing a randomly sampled point
## INFO [11:17:48.737] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:48.746] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:48.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:48.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:48.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:48.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:48.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:48.927] [mlr3] Finished benchmark
## INFO [11:17:48.943] [bbotk] Result of batch 547:
## INFO [11:17:48.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:48.944] [bbotk] 3 267 FALSE gini 0.2012219 0.4 0
## INFO [11:17:48.944] [bbotk] errors runtime_learners uhash
## INFO [11:17:48.944] [bbotk] 0 0.156 bd5a0c84-6e3d-4579-b74f-ccb6bcd5dffa
## WARN [11:17:48.947] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:48.947] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:48.948] [bbotk] Proposing a randomly sampled point
## INFO [11:17:48.956] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:48.966] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:48.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:49.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:49.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:49.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:49.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:49.123] [mlr3] Finished benchmark
## INFO [11:17:49.140] [bbotk] Result of batch 548:
## INFO [11:17:49.141] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:49.141] [bbotk] 1 263 TRUE gini 0.166427 0.6 0
## INFO [11:17:49.141] [bbotk] errors runtime_learners uhash
## INFO [11:17:49.141] [bbotk] 0 0.134 6cf5c1ee-a134-40e8-841f-afb230de303b
## WARN [11:17:49.144] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:49.145] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:49.145] [bbotk] Proposing a randomly sampled point
## INFO [11:17:49.153] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:49.179] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:49.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:49.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:49.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:49.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:49.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:49.364] [mlr3] Finished benchmark
## INFO [11:17:49.380] [bbotk] Result of batch 549:
## INFO [11:17:49.381] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:49.381] [bbotk] 3 332 FALSE extratrees 0.3147158 0.6 0
## INFO [11:17:49.381] [bbotk] errors runtime_learners uhash
## INFO [11:17:49.381] [bbotk] 0 0.151 b6cb6840-a361-444b-abf7-e7af64c0ff44
## WARN [11:17:49.384] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:49.384] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:49.384] [bbotk] Proposing a randomly sampled point
## INFO [11:17:49.393] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:49.402] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:49.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:49.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:49.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:49.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:49.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:49.556] [mlr3] Finished benchmark
## INFO [11:17:49.572] [bbotk] Result of batch 550:
## INFO [11:17:49.573] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:49.573] [bbotk] 4 490 TRUE gini 0.4388057 0.6 0
## INFO [11:17:49.573] [bbotk] errors runtime_learners uhash
## INFO [11:17:49.573] [bbotk] 0 0.13 9e2fb704-046b-4730-bcbf-abb854689f79
## WARN [11:17:49.576] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:49.577] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:49.577] [bbotk] Proposing a randomly sampled point
## INFO [11:17:49.586] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:49.596] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:49.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:49.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:49.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:49.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:49.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:49.869] [mlr3] Finished benchmark
## INFO [11:17:49.892] [bbotk] Result of batch 551:
## INFO [11:17:49.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:49.893] [bbotk] 2 400 FALSE extratrees 0.6736929 0.7310256 0
## INFO [11:17:49.893] [bbotk] errors runtime_learners uhash
## INFO [11:17:49.893] [bbotk] 0 0.232 c7e3778d-d35f-4f9e-97f6-5f3dff97782f
## WARN [11:17:49.897] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:49.897] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:49.897] [bbotk] Proposing a randomly sampled point
## INFO [11:17:49.906] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:49.915] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:49.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:50.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:50.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:50.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:50.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:50.425] [mlr3] Finished benchmark
## INFO [11:17:50.442] [bbotk] Result of batch 552:
## INFO [11:17:50.443] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:50.443] [bbotk] 1 16 TRUE gini 0.6381925 0.7607351 0
## INFO [11:17:50.443] [bbotk] errors runtime_learners uhash
## INFO [11:17:50.443] [bbotk] 0 0.484 a057700a-6b76-42c4-9a0a-ab82bdb92097
## WARN [11:17:50.446] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:50.446] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:50.446] [bbotk] Proposing a randomly sampled point
## INFO [11:17:50.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:50.464] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:50.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:50.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:50.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:50.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:50.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:50.727] [mlr3] Finished benchmark
## INFO [11:17:50.757] [bbotk] Result of batch 553:
## INFO [11:17:50.758] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:50.758] [bbotk] 1 287 FALSE gini 0.9078766 0.6937819 0
## INFO [11:17:50.758] [bbotk] errors runtime_learners uhash
## INFO [11:17:50.758] [bbotk] 0 0.237 0a5c853f-3dc9-469b-879f-b6e803c3d8bd
## WARN [11:17:50.764] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:50.764] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:50.765] [bbotk] Proposing a randomly sampled point
## INFO [11:17:50.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:50.794] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:50.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:50.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:50.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:50.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:50.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:51.000] [mlr3] Finished benchmark
## INFO [11:17:51.017] [bbotk] Result of batch 554:
## INFO [11:17:51.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:51.018] [bbotk] 4 414 TRUE extratrees 0.4807681 0.6975486 0
## INFO [11:17:51.018] [bbotk] errors runtime_learners uhash
## INFO [11:17:51.018] [bbotk] 0 0.181 4f97d458-428c-481b-ab9d-19206b677a04
## WARN [11:17:51.021] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:51.022] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:51.022] [bbotk] Proposing a randomly sampled point
## INFO [11:17:51.031] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:51.040] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:51.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:51.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:51.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:51.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:51.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:51.363] [mlr3] Finished benchmark
## INFO [11:17:51.380] [bbotk] Result of batch 555:
## INFO [11:17:51.380] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:51.380] [bbotk] 1 429 TRUE extratrees 0.9874594 0.73646 0
## INFO [11:17:51.380] [bbotk] errors runtime_learners uhash
## INFO [11:17:51.380] [bbotk] 0 0.294 cb798d8c-e1e6-43e9-94fb-5b69859be1a7
## WARN [11:17:51.384] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:51.384] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:51.384] [bbotk] Proposing a randomly sampled point
## INFO [11:17:51.393] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:51.402] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:51.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:51.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:51.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:51.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:51.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:51.862] [mlr3] Finished benchmark
## INFO [11:17:51.878] [bbotk] Result of batch 556:
## INFO [11:17:51.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:51.879] [bbotk] 1 115 FALSE extratrees 0.9919567 0.6843226 0
## INFO [11:17:51.879] [bbotk] errors runtime_learners uhash
## INFO [11:17:51.879] [bbotk] 0 0.425 02a03e69-1f71-4965-8f2f-174946f61a17
## WARN [11:17:51.882] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:51.883] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:51.883] [bbotk] Proposing a randomly sampled point
## INFO [11:17:51.891] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:51.900] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:51.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:51.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:51.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:52.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:52.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:52.085] [mlr3] Finished benchmark
## INFO [11:17:52.102] [bbotk] Result of batch 557:
## INFO [11:17:52.103] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:52.103] [bbotk] 1 205 FALSE extratrees 0.1499773 0.6 0
## INFO [11:17:52.103] [bbotk] errors runtime_learners uhash
## INFO [11:17:52.103] [bbotk] 0 0.158 20d8f493-99af-43dd-b783-4d90ebabb02a
## WARN [11:17:52.106] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:52.107] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:52.107] [bbotk] Proposing a randomly sampled point
## INFO [11:17:52.116] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:52.125] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:52.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:52.251] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:52.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:52.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:52.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:52.776] [mlr3] Finished benchmark
## INFO [11:17:52.797] [bbotk] Result of batch 558:
## INFO [11:17:52.798] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:52.798] [bbotk] 4 92 FALSE extratrees 0.9513882 0.6822053 0
## INFO [11:17:52.798] [bbotk] errors runtime_learners uhash
## INFO [11:17:52.798] [bbotk] 0 0.619 289f1d07-e0a9-4701-89b3-b480fbb5b5a9
## WARN [11:17:52.801] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:52.802] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:52.802] [bbotk] Proposing a randomly sampled point
## INFO [11:17:52.811] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:52.820] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:52.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:52.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:52.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:53.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:53.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:53.131] [mlr3] Finished benchmark
## INFO [11:17:53.148] [bbotk] Result of batch 559:
## INFO [11:17:53.148] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:53.148] [bbotk] 4 351 TRUE gini 0.7652826 0.7008466 0
## INFO [11:17:53.148] [bbotk] errors runtime_learners uhash
## INFO [11:17:53.148] [bbotk] 0 0.287 effc7eff-57aa-4546-b811-5b6fd96c092d
## WARN [11:17:53.152] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:53.152] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:53.152] [bbotk] Proposing a randomly sampled point
## INFO [11:17:53.161] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:53.170] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:53.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:53.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:53.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:53.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:53.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:53.329] [mlr3] Finished benchmark
## INFO [11:17:53.346] [bbotk] Result of batch 560:
## INFO [11:17:53.347] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:53.347] [bbotk] 1 197 TRUE gini 0.1415416 0.4 0
## INFO [11:17:53.347] [bbotk] errors runtime_learners uhash
## INFO [11:17:53.347] [bbotk] 0 0.131 d0a43d3d-e7a2-4024-947b-07462505c369
## WARN [11:17:53.361] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:53.362] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:53.363] [bbotk] Proposing a randomly sampled point
## INFO [11:17:53.380] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:53.394] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:53.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:53.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:53.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:53.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:53.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:53.925] [mlr3] Finished benchmark
## INFO [11:17:53.942] [bbotk] Result of batch 561:
## INFO [11:17:53.943] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:53.943] [bbotk] 2 42 FALSE extratrees 0.7012168 0.6958128 0
## INFO [11:17:53.943] [bbotk] errors runtime_learners uhash
## INFO [11:17:53.943] [bbotk] 0 0.503 9d949b51-6b48-4c1d-99b4-a37eead366b7
## WARN [11:17:53.946] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:53.947] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:53.947] [bbotk] Proposing a randomly sampled point
## INFO [11:17:53.956] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:53.965] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:53.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:54.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:54.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:54.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:54.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:54.179] [mlr3] Finished benchmark
## INFO [11:17:54.196] [bbotk] Result of batch 562:
## INFO [11:17:54.196] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:54.196] [bbotk] 3 485 FALSE gini 0.6318686 0.6532537 0
## INFO [11:17:54.196] [bbotk] errors runtime_learners uhash
## INFO [11:17:54.196] [bbotk] 0 0.188 d611ba71-f46f-4f9a-8932-0b156290e84c
## WARN [11:17:54.200] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:54.200] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:54.200] [bbotk] Proposing a randomly sampled point
## INFO [11:17:54.209] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:54.234] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:54.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:54.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:54.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:54.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:54.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:54.746] [mlr3] Finished benchmark
## INFO [11:17:54.762] [bbotk] Result of batch 563:
## INFO [11:17:54.763] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:54.763] [bbotk] 1 20 TRUE extratrees 0.4846198 0.6918695 0
## INFO [11:17:54.763] [bbotk] errors runtime_learners uhash
## INFO [11:17:54.763] [bbotk] 0 0.477 5e7c609c-5954-4546-96ed-33a77fc4e491
## WARN [11:17:54.766] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:54.767] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:54.767] [bbotk] Proposing a randomly sampled point
## INFO [11:17:54.776] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:54.785] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:54.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:54.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:54.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:55.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:55.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:55.299] [mlr3] Finished benchmark
## INFO [11:17:55.316] [bbotk] Result of batch 564:
## INFO [11:17:55.317] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:55.317] [bbotk] 3 65 FALSE extratrees 0.6870265 0.6878965 0
## INFO [11:17:55.317] [bbotk] errors runtime_learners uhash
## INFO [11:17:55.317] [bbotk] 0 0.486 07cf1159-a688-4505-a458-a9585440518c
## WARN [11:17:55.320] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:55.321] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:55.321] [bbotk] Proposing a randomly sampled point
## INFO [11:17:55.330] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:55.339] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:55.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:55.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:55.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:55.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:55.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:55.607] [mlr3] Finished benchmark
## INFO [11:17:55.623] [bbotk] Result of batch 565:
## INFO [11:17:55.624] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:55.624] [bbotk] 1 464 TRUE gini 0.8599201 0.6823995 0
## INFO [11:17:55.624] [bbotk] errors runtime_learners uhash
## INFO [11:17:55.624] [bbotk] 0 0.234 3cf59da2-b0a5-4231-a37b-2b7644a05dda
## WARN [11:17:55.627] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:55.628] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:55.628] [bbotk] Proposing a randomly sampled point
## INFO [11:17:55.636] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:55.645] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:55.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:55.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:55.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:55.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:55.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:55.901] [mlr3] Finished benchmark
## INFO [11:17:55.918] [bbotk] Result of batch 566:
## INFO [11:17:55.919] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:55.919] [bbotk] 2 134 TRUE extratrees 0.3004899 0.7269093 0
## INFO [11:17:55.919] [bbotk] errors runtime_learners uhash
## INFO [11:17:55.919] [bbotk] 0 0.231 ebdf31f3-2a02-4caa-8d8c-349d5407e1d5
## WARN [11:17:55.922] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:55.923] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:55.923] [bbotk] Proposing a randomly sampled point
## INFO [11:17:55.932] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:55.941] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:55.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:55.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:56.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:56.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:56.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:56.220] [mlr3] Finished benchmark
## INFO [11:17:56.242] [bbotk] Result of batch 567:
## INFO [11:17:56.243] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:56.243] [bbotk] 2 86 TRUE gini 0.239488 0.6916667 0
## INFO [11:17:56.243] [bbotk] errors runtime_learners uhash
## INFO [11:17:56.243] [bbotk] 0 0.238 540a4458-0a28-4b29-a033-c9612648519c
## WARN [11:17:56.246] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:56.247] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:56.247] [bbotk] Proposing a randomly sampled point
## INFO [11:17:56.255] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:56.265] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:56.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:56.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:56.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:56.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:56.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:56.439] [mlr3] Finished benchmark
## INFO [11:17:56.456] [bbotk] Result of batch 568:
## INFO [11:17:56.457] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:56.457] [bbotk] 1 294 FALSE gini 0.2946036 0.6 0
## INFO [11:17:56.457] [bbotk] errors runtime_learners uhash
## INFO [11:17:56.457] [bbotk] 0 0.146 bc44c3e2-95a3-4344-a707-b3f9d4bc7bd5
## WARN [11:17:56.460] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:56.460] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:56.460] [bbotk] Proposing a randomly sampled point
## INFO [11:17:56.469] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:56.478] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:56.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:56.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:56.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:56.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:56.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:57.013] [mlr3] Finished benchmark
## INFO [11:17:57.042] [bbotk] Result of batch 569:
## INFO [11:17:57.044] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:57.044] [bbotk] 5 58 TRUE gini 0.5518381 0.7348497 0
## INFO [11:17:57.044] [bbotk] errors runtime_learners uhash
## INFO [11:17:57.044] [bbotk] 0 0.508 13ada361-6378-4f17-bd34-0a1885984156
## WARN [11:17:57.049] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:57.049] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:57.050] [bbotk] Proposing a randomly sampled point
## INFO [11:17:57.067] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:57.077] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:57.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:57.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:57.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:57.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:57.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:57.266] [mlr3] Finished benchmark
## INFO [11:17:57.283] [bbotk] Result of batch 570:
## INFO [11:17:57.283] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:57.283] [bbotk] 2 97 TRUE gini 0.1233231 0.6631846 0
## INFO [11:17:57.283] [bbotk] errors runtime_learners uhash
## INFO [11:17:57.283] [bbotk] 0 0.161 4093ba7b-b6b5-46f0-ac17-13e56673deb6
## WARN [11:17:57.287] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:57.287] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:57.287] [bbotk] Proposing a randomly sampled point
## INFO [11:17:57.296] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:57.305] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:57.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:57.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:57.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:57.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:57.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:57.460] [mlr3] Finished benchmark
## INFO [11:17:57.476] [bbotk] Result of batch 571:
## INFO [11:17:57.477] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:57.477] [bbotk] 2 386 TRUE extratrees 0.3431651 0.6 0
## INFO [11:17:57.477] [bbotk] errors runtime_learners uhash
## INFO [11:17:57.477] [bbotk] 0 0.13 6fc2e911-ba06-47b7-8372-44072e7953b2
## WARN [11:17:57.481] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:57.481] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:57.481] [bbotk] Proposing a randomly sampled point
## INFO [11:17:57.490] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:57.514] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:57.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:57.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:57.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:57.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:57.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:57.855] [mlr3] Finished benchmark
## INFO [11:17:57.872] [bbotk] Result of batch 572:
## INFO [11:17:57.873] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:57.873] [bbotk] 5 332 TRUE extratrees 0.7242779 0.7271518 0
## INFO [11:17:57.873] [bbotk] errors runtime_learners uhash
## INFO [11:17:57.873] [bbotk] 0 0.31 082ef069-9c48-4510-a32f-a3ea90751648
## WARN [11:17:57.876] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:57.876] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:57.877] [bbotk] Proposing a randomly sampled point
## INFO [11:17:57.885] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:57.894] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:57.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:58.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:58.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:58.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:58.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:58.479] [mlr3] Finished benchmark
## INFO [11:17:58.496] [bbotk] Result of batch 573:
## INFO [11:17:58.497] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:58.497] [bbotk] 2 69 TRUE extratrees 0.9641178 0.6900677 0
## INFO [11:17:58.497] [bbotk] errors runtime_learners uhash
## INFO [11:17:58.497] [bbotk] 0 0.555 785f9b46-2867-4d10-acba-ed1ce265ebb9
## WARN [11:17:58.500] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:58.500] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:58.501] [bbotk] Proposing a randomly sampled point
## INFO [11:17:58.510] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:58.519] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:58.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:58.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:58.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:58.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:58.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:58.721] [mlr3] Finished benchmark
## INFO [11:17:58.737] [bbotk] Result of batch 574:
## INFO [11:17:58.738] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:58.738] [bbotk] 1 356 FALSE extratrees 0.3007374 0.6 0
## INFO [11:17:58.738] [bbotk] errors runtime_learners uhash
## INFO [11:17:58.738] [bbotk] 0 0.157 a8089997-7f48-4317-b7ac-d7c326170d76
## WARN [11:17:58.742] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:58.742] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:58.742] [bbotk] Proposing a randomly sampled point
## INFO [11:17:58.751] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:58.760] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:58.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:58.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:58.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:58.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:59.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:59.100] [mlr3] Finished benchmark
## INFO [11:17:59.117] [bbotk] Result of batch 575:
## INFO [11:17:59.117] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:59.117] [bbotk] 1 179 TRUE gini 0.9106855 0.6918829 0
## INFO [11:17:59.117] [bbotk] errors runtime_learners uhash
## INFO [11:17:59.117] [bbotk] 0 0.313 83c5cf9c-a3ce-4dd9-b598-48abb2b3339e
## WARN [11:17:59.121] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:59.121] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:59.121] [bbotk] Proposing a randomly sampled point
## INFO [11:17:59.130] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:59.140] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:59.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:59.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:59.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:59.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:59.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:59.424] [mlr3] Finished benchmark
## INFO [11:17:59.446] [bbotk] Result of batch 576:
## INFO [11:17:59.446] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:59.446] [bbotk] 5 297 TRUE gini 0.5328839 0.674623 0
## INFO [11:17:59.446] [bbotk] errors runtime_learners uhash
## INFO [11:17:59.446] [bbotk] 0 0.243 c4007988-902a-44aa-a216-7aa08ee22c99
## WARN [11:17:59.450] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:59.450] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:59.451] [bbotk] Proposing a randomly sampled point
## INFO [11:17:59.459] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:59.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:59.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:59.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:59.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:59.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:59.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:17:59.761] [mlr3] Finished benchmark
## INFO [11:17:59.777] [bbotk] Result of batch 577:
## INFO [11:17:59.778] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:17:59.778] [bbotk] 4 313 FALSE gini 0.6658374 0.7202097 0
## INFO [11:17:59.778] [bbotk] errors runtime_learners uhash
## INFO [11:17:59.778] [bbotk] 0 0.269 2f14d4ea-0df0-47f7-aa5f-1330083533a5
## WARN [11:17:59.782] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:17:59.782] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:17:59.782] [bbotk] Proposing a randomly sampled point
## INFO [11:17:59.791] [bbotk] Evaluating 1 configuration(s)
## INFO [11:17:59.801] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:17:59.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:17:59.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:17:59.899] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:17:59.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:17:59.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:00.041] [mlr3] Finished benchmark
## INFO [11:18:00.101] [bbotk] Result of batch 578:
## INFO [11:18:00.103] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:00.103] [bbotk] 5 441 TRUE extratrees 0.6005522 0.6992313 0
## INFO [11:18:00.103] [bbotk] errors runtime_learners uhash
## INFO [11:18:00.103] [bbotk] 0 0.214 fae82bbc-aba2-4715-a0b1-71c6bbe19848
## WARN [11:18:00.108] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:00.108] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:00.109] [bbotk] Proposing a randomly sampled point
## INFO [11:18:00.126] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:00.144] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:00.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:00.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:00.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:00.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:00.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:00.407] [mlr3] Finished benchmark
## INFO [11:18:00.423] [bbotk] Result of batch 579:
## INFO [11:18:00.424] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:00.424] [bbotk] 4 241 TRUE extratrees 0.4386897 0.7289536 0
## INFO [11:18:00.424] [bbotk] errors runtime_learners uhash
## INFO [11:18:00.424] [bbotk] 0 0.233 68c1f1df-ce3a-487e-a486-ed29a93430e2
## WARN [11:18:00.427] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:00.428] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:00.428] [bbotk] Proposing a randomly sampled point
## INFO [11:18:00.437] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:00.446] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:00.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:00.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:00.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:00.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:00.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:00.656] [mlr3] Finished benchmark
## INFO [11:18:00.673] [bbotk] Result of batch 580:
## INFO [11:18:00.674] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:00.674] [bbotk] 2 287 TRUE extratrees 0.3948433 0.7181031 0
## INFO [11:18:00.674] [bbotk] errors runtime_learners uhash
## INFO [11:18:00.674] [bbotk] 0 0.184 b1047295-e743-4735-9c25-d30384a8d883
## WARN [11:18:00.677] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:00.677] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:00.678] [bbotk] Proposing a randomly sampled point
## INFO [11:18:00.686] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:00.696] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:00.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:00.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:00.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:00.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:00.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:00.991] [mlr3] Finished benchmark
## INFO [11:18:01.012] [bbotk] Result of batch 581:
## INFO [11:18:01.013] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:01.013] [bbotk] 1 141 FALSE gini 0.3148942 0.6916128 0
## INFO [11:18:01.013] [bbotk] errors runtime_learners uhash
## INFO [11:18:01.013] [bbotk] 0 0.259 288eb1dc-8ee5-4783-b12e-fa0af95debbd
## WARN [11:18:01.017] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:01.017] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:01.017] [bbotk] Proposing a randomly sampled point
## INFO [11:18:01.026] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:01.035] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:01.038] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:01.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:01.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:01.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:01.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:01.207] [mlr3] Finished benchmark
## INFO [11:18:01.224] [bbotk] Result of batch 582:
## INFO [11:18:01.225] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:01.225] [bbotk] 3 306 FALSE extratrees 0.3338663 0.6 0
## INFO [11:18:01.225] [bbotk] errors runtime_learners uhash
## INFO [11:18:01.225] [bbotk] 0 0.147 bf273b0f-c17c-4345-9356-3b084a34831e
## WARN [11:18:01.228] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:01.228] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:01.229] [bbotk] Proposing a randomly sampled point
## INFO [11:18:01.237] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:01.247] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:01.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:01.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:01.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:01.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:01.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:01.429] [mlr3] Finished benchmark
## INFO [11:18:01.446] [bbotk] Result of batch 583:
## INFO [11:18:01.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:01.447] [bbotk] 1 230 FALSE gini 0.1847762 0.6 0
## INFO [11:18:01.447] [bbotk] errors runtime_learners uhash
## INFO [11:18:01.447] [bbotk] 0 0.155 2c40b515-3755-485e-98d6-09f05b2582cd
## WARN [11:18:01.463] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:01.464] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:01.464] [bbotk] Proposing a randomly sampled point
## INFO [11:18:01.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:01.500] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:01.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:01.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:01.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:01.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:01.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:01.922] [mlr3] Finished benchmark
## INFO [11:18:01.939] [bbotk] Result of batch 584:
## INFO [11:18:01.940] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:01.940] [bbotk] 5 76 FALSE extratrees 0.3899269 0.6861939 0
## INFO [11:18:01.940] [bbotk] errors runtime_learners uhash
## INFO [11:18:01.940] [bbotk] 0 0.393 ef0280af-8b47-498a-bb05-d1a48aca59f1
## WARN [11:18:01.943] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:01.943] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:01.943] [bbotk] Proposing a randomly sampled point
## INFO [11:18:01.952] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:01.962] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:01.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:02.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:02.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:02.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:02.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:02.355] [mlr3] Finished benchmark
## INFO [11:18:02.372] [bbotk] Result of batch 585:
## INFO [11:18:02.373] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:02.373] [bbotk] 2 189 TRUE extratrees 0.8140199 0.6916688 0
## INFO [11:18:02.373] [bbotk] errors runtime_learners uhash
## INFO [11:18:02.373] [bbotk] 0 0.366 7e6e3cb6-a2aa-41d8-986b-a30e669ef25b
## WARN [11:18:02.376] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:02.376] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:02.377] [bbotk] Proposing a randomly sampled point
## INFO [11:18:02.385] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:02.394] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:02.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:02.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:02.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:02.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:02.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:02.826] [mlr3] Finished benchmark
## INFO [11:18:02.844] [bbotk] Result of batch 586:
## INFO [11:18:02.845] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:02.845] [bbotk] 1 200 TRUE extratrees 0.9062648 0.7046203 0
## INFO [11:18:02.845] [bbotk] errors runtime_learners uhash
## INFO [11:18:02.845] [bbotk] 0 0.381 4e795873-2962-43ed-adcf-26284eb107eb
## WARN [11:18:02.848] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:02.849] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:02.849] [bbotk] Proposing a randomly sampled point
## INFO [11:18:02.858] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:02.867] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:02.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:02.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:02.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:02.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:03.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:03.070] [mlr3] Finished benchmark
## INFO [11:18:03.087] [bbotk] Result of batch 587:
## INFO [11:18:03.088] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:03.088] [bbotk] 2 416 TRUE extratrees 0.5200385 0.7189547 0
## INFO [11:18:03.088] [bbotk] errors runtime_learners uhash
## INFO [11:18:03.088] [bbotk] 0 0.177 36951760-a593-4b2a-87e7-44b79d2c4a87
## WARN [11:18:03.092] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:03.092] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:03.092] [bbotk] Proposing a randomly sampled point
## INFO [11:18:03.101] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:03.110] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:03.113] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:03.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:03.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:03.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:03.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:03.318] [mlr3] Finished benchmark
## INFO [11:18:03.351] [bbotk] Result of batch 588:
## INFO [11:18:03.353] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:03.353] [bbotk] 1 437 FALSE extratrees 0.5349552 0.720716 0
## INFO [11:18:03.353] [bbotk] errors runtime_learners uhash
## INFO [11:18:03.353] [bbotk] 0 0.18 b55a6981-3b7f-4864-bb91-92d45db5ece5
## WARN [11:18:03.358] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:03.358] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:03.359] [bbotk] Proposing a randomly sampled point
## INFO [11:18:03.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:03.394] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:03.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:03.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:03.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:03.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:03.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:03.733] [mlr3] Finished benchmark
## INFO [11:18:03.749] [bbotk] Result of batch 589:
## INFO [11:18:03.750] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:03.750] [bbotk] 5 219 TRUE extratrees 0.5571108 0.7116134 0
## INFO [11:18:03.750] [bbotk] errors runtime_learners uhash
## INFO [11:18:03.750] [bbotk] 0 0.312 2e6b9c44-2ec2-48b9-8bab-fc5ef4b95443
## WARN [11:18:03.754] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:03.754] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:03.754] [bbotk] Proposing a randomly sampled point
## INFO [11:18:03.763] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:03.772] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:03.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:03.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:03.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:04.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:04.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:04.289] [mlr3] Finished benchmark
## INFO [11:18:04.306] [bbotk] Result of batch 590:
## INFO [11:18:04.307] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:04.307] [bbotk] 1 68 TRUE extratrees 0.9005542 0.6900677 0
## INFO [11:18:04.307] [bbotk] errors runtime_learners uhash
## INFO [11:18:04.307] [bbotk] 0 0.485 88ca27ea-3b62-4207-8fd7-a49f78e315c4
## WARN [11:18:04.310] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:04.310] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:04.310] [bbotk] Proposing a randomly sampled point
## INFO [11:18:04.319] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:04.344] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:04.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:04.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:04.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:04.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:04.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:04.602] [mlr3] Finished benchmark
## INFO [11:18:04.619] [bbotk] Result of batch 591:
## INFO [11:18:04.620] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:04.620] [bbotk] 1 486 TRUE gini 0.8783968 0.6805304 0
## INFO [11:18:04.620] [bbotk] errors runtime_learners uhash
## INFO [11:18:04.620] [bbotk] 0 0.221 72045ffc-b47b-46ac-b3d6-a09df96b5fa2
## WARN [11:18:04.623] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:04.623] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:04.624] [bbotk] Proposing a randomly sampled point
## INFO [11:18:04.632] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:04.641] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:04.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:04.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:04.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:04.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:04.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:04.983] [mlr3] Finished benchmark
## INFO [11:18:05.000] [bbotk] Result of batch 592:
## INFO [11:18:05.001] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:05.001] [bbotk] 4 150 TRUE extratrees 0.4797466 0.7007197 0
## INFO [11:18:05.001] [bbotk] errors runtime_learners uhash
## INFO [11:18:05.001] [bbotk] 0 0.317 319e4a5a-8864-44cb-9784-b0c92597137e
## WARN [11:18:05.004] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:05.004] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:05.004] [bbotk] Proposing a randomly sampled point
## INFO [11:18:05.013] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:05.023] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:05.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:05.067] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:05.109] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:05.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:05.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:05.254] [mlr3] Finished benchmark
## INFO [11:18:05.280] [bbotk] Result of batch 593:
## INFO [11:18:05.281] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:05.281] [bbotk] 2 291 FALSE gini 0.3599198 0.6536231 0
## INFO [11:18:05.281] [bbotk] errors runtime_learners uhash
## INFO [11:18:05.281] [bbotk] 0 0.203 8316f0d3-8412-4252-8882-776e91259196
## WARN [11:18:05.286] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:05.287] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:05.288] [bbotk] Proposing a randomly sampled point
## INFO [11:18:05.303] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:05.312] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:05.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:05.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:05.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:05.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:05.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:05.596] [mlr3] Finished benchmark
## INFO [11:18:05.613] [bbotk] Result of batch 594:
## INFO [11:18:05.614] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:05.614] [bbotk] 3 336 FALSE extratrees 0.6869469 0.7324083 0
## INFO [11:18:05.614] [bbotk] errors runtime_learners uhash
## INFO [11:18:05.614] [bbotk] 0 0.256 02a97ad0-f9cc-4e74-8b65-02dda2fbf728
## WARN [11:18:05.617] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:05.618] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:05.618] [bbotk] Proposing a randomly sampled point
## INFO [11:18:05.627] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:05.636] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:05.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:05.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:05.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:05.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:05.881] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:05.940] [mlr3] Finished benchmark
## INFO [11:18:05.957] [bbotk] Result of batch 595:
## INFO [11:18:05.958] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:05.958] [bbotk] 1 186 FALSE extratrees 0.5120631 0.7255421 0
## INFO [11:18:05.958] [bbotk] errors runtime_learners uhash
## INFO [11:18:05.958] [bbotk] 0 0.278 d9c36878-22b3-4259-909f-1696650c241d
## WARN [11:18:05.961] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:05.962] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:05.962] [bbotk] Proposing a randomly sampled point
## INFO [11:18:05.984] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:06.002] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:06.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:06.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:06.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:06.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:06.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:06.945] [mlr3] Finished benchmark
## INFO [11:18:06.962] [bbotk] Result of batch 596:
## INFO [11:18:06.963] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:06.963] [bbotk] 4 8 FALSE gini 0.7362892 0.8113679 0
## INFO [11:18:06.963] [bbotk] errors runtime_learners uhash
## INFO [11:18:06.963] [bbotk] 0 0.907 8e8ac379-85a5-4925-b8ab-cb62e415dbdb
## WARN [11:18:06.966] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:06.966] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:06.967] [bbotk] Proposing a randomly sampled point
## INFO [11:18:06.975] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:06.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:06.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:07.048] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:07.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:07.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:07.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:07.289] [mlr3] Finished benchmark
## INFO [11:18:07.306] [bbotk] Result of batch 597:
## INFO [11:18:07.307] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:07.307] [bbotk] 1 159 FALSE extratrees 0.4495569 0.7249564 0
## INFO [11:18:07.307] [bbotk] errors runtime_learners uhash
## INFO [11:18:07.307] [bbotk] 0 0.278 6b45d3bc-0dc5-4eb9-8325-6f0a66497a80
## WARN [11:18:07.310] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:07.311] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:07.311] [bbotk] Proposing a randomly sampled point
## INFO [11:18:07.320] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:07.329] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:07.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:07.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:07.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:07.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:07.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:07.579] [mlr3] Finished benchmark
## INFO [11:18:07.597] [bbotk] Result of batch 598:
## INFO [11:18:07.598] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:07.598] [bbotk] 3 446 TRUE gini 0.6185909 0.6532537 0
## INFO [11:18:07.598] [bbotk] errors runtime_learners uhash
## INFO [11:18:07.598] [bbotk] 0 0.199 5654e9e0-d126-4717-840b-cf7a35306dd6
## WARN [11:18:07.601] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:07.601] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:07.602] [bbotk] Proposing a randomly sampled point
## INFO [11:18:07.610] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:07.619] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:07.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:07.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:07.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:07.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:07.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:07.947] [mlr3] Finished benchmark
## INFO [11:18:07.965] [bbotk] Result of batch 599:
## INFO [11:18:07.966] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:07.966] [bbotk] 4 317 FALSE gini 0.9953394 0.7333769 0
## INFO [11:18:07.966] [bbotk] errors runtime_learners uhash
## INFO [11:18:07.966] [bbotk] 0 0.305 cc0cd361-0583-4bc7-b2bd-cfdd01668a10
## WARN [11:18:07.969] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:07.969] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:07.970] [bbotk] Proposing a randomly sampled point
## INFO [11:18:07.978] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:07.988] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:07.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:08.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:08.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:08.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:08.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:08.869] [mlr3] Finished benchmark
## INFO [11:18:08.893] [bbotk] Result of batch 600:
## INFO [11:18:08.895] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:08.895] [bbotk] 4 19 TRUE extratrees 0.8261443 0.7667249 0
## INFO [11:18:08.895] [bbotk] errors runtime_learners uhash
## INFO [11:18:08.895] [bbotk] 0 0.838 f4e2a4cc-8818-4c6f-8bfc-4a5af5cace8b
## WARN [11:18:08.900] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:08.901] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:08.901] [bbotk] Proposing a randomly sampled point
## INFO [11:18:08.911] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:08.920] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:08.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:08.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:09.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:09.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:09.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:09.205] [mlr3] Finished benchmark
## INFO [11:18:09.222] [bbotk] Result of batch 601:
## INFO [11:18:09.223] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:09.223] [bbotk] 2 220 TRUE gini 0.5573367 0.6974571 0
## INFO [11:18:09.223] [bbotk] errors runtime_learners uhash
## INFO [11:18:09.223] [bbotk] 0 0.258 fb212e75-53d2-45ec-a53e-b55dfcf0270e
## WARN [11:18:09.226] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:09.227] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:09.227] [bbotk] Proposing a randomly sampled point
## INFO [11:18:09.236] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:09.246] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:09.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:09.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:09.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:09.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:09.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:09.729] [mlr3] Finished benchmark
## INFO [11:18:09.759] [bbotk] Result of batch 602:
## INFO [11:18:09.761] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:09.761] [bbotk] 5 172 FALSE gini 0.8872732 0.7394483 0
## INFO [11:18:09.761] [bbotk] errors runtime_learners uhash
## INFO [11:18:09.761] [bbotk] 0 0.455 70217515-d050-4818-b71f-1de634775d23
## WARN [11:18:09.766] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:09.767] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:09.767] [bbotk] Proposing a randomly sampled point
## INFO [11:18:09.784] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:09.803] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:09.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:09.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:09.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:09.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:09.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:09.980] [mlr3] Finished benchmark
## INFO [11:18:09.998] [bbotk] Result of batch 603:
## INFO [11:18:09.998] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:09.998] [bbotk] 4 352 FALSE gini 0.2963424 0.6 0
## INFO [11:18:09.998] [bbotk] errors runtime_learners uhash
## INFO [11:18:09.998] [bbotk] 0 0.148 dde5515e-b702-4116-9c90-0052bc95a3e7
## WARN [11:18:10.002] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:10.002] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:10.002] [bbotk] Proposing a randomly sampled point
## INFO [11:18:10.011] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:10.020] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:10.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:10.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:10.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:10.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:10.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:10.414] [mlr3] Finished benchmark
## INFO [11:18:10.432] [bbotk] Result of batch 604:
## INFO [11:18:10.432] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:10.432] [bbotk] 3 122 TRUE gini 0.5921731 0.7085502 0
## INFO [11:18:10.432] [bbotk] errors runtime_learners uhash
## INFO [11:18:10.432] [bbotk] 0 0.368 874c160c-1758-43db-83f5-7f41512b7ec1
## WARN [11:18:10.436] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:10.436] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:10.437] [bbotk] Proposing a randomly sampled point
## INFO [11:18:10.445] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:10.455] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:10.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:10.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:10.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:10.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:10.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:10.670] [mlr3] Finished benchmark
## INFO [11:18:10.687] [bbotk] Result of batch 605:
## INFO [11:18:10.687] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:10.687] [bbotk] 3 483 FALSE extratrees 0.280623 0.6 0
## INFO [11:18:10.687] [bbotk] errors runtime_learners uhash
## INFO [11:18:10.687] [bbotk] 0 0.163 42e11c17-c1f2-4ab2-af79-3612756115cc
## WARN [11:18:10.691] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:10.691] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:10.691] [bbotk] Proposing a randomly sampled point
## INFO [11:18:10.700] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:10.709] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:10.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:10.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:10.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:10.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:11.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:11.142] [mlr3] Finished benchmark
## INFO [11:18:11.159] [bbotk] Result of batch 606:
## INFO [11:18:11.160] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:11.160] [bbotk] 3 137 FALSE gini 0.8258052 0.7176627 0
## INFO [11:18:11.160] [bbotk] errors runtime_learners uhash
## INFO [11:18:11.160] [bbotk] 0 0.409 b3c1e218-c4d5-455b-a716-26ce9ceb457d
## WARN [11:18:11.163] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:11.163] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:11.164] [bbotk] Proposing a randomly sampled point
## INFO [11:18:11.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:11.182] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:11.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:11.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:11.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:11.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:11.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:11.452] [mlr3] Finished benchmark
## INFO [11:18:11.477] [bbotk] Result of batch 607:
## INFO [11:18:11.479] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:11.479] [bbotk] 2 476 TRUE extratrees 0.7215939 0.738286 0
## INFO [11:18:11.479] [bbotk] errors runtime_learners uhash
## INFO [11:18:11.479] [bbotk] 0 0.241 740ba659-de77-443c-b90f-a879867e1d9c
## WARN [11:18:11.484] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:11.485] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:11.485] [bbotk] Proposing a randomly sampled point
## INFO [11:18:11.501] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:11.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:11.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:11.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:11.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:11.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:11.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:11.778] [mlr3] Finished benchmark
## INFO [11:18:11.795] [bbotk] Result of batch 608:
## INFO [11:18:11.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:11.796] [bbotk] 1 324 TRUE extratrees 0.5889787 0.7345369 0
## INFO [11:18:11.796] [bbotk] errors runtime_learners uhash
## INFO [11:18:11.796] [bbotk] 0 0.241 ac3f2e45-6960-4551-bb2a-c5294229697a
## WARN [11:18:11.799] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:11.800] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:11.800] [bbotk] Proposing a randomly sampled point
## INFO [11:18:11.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:11.818] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:11.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:11.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:11.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:12.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:12.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:12.152] [mlr3] Finished benchmark
## INFO [11:18:12.170] [bbotk] Result of batch 609:
## INFO [11:18:12.171] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:12.171] [bbotk] 3 313 TRUE gini 0.8608792 0.6990966 0
## INFO [11:18:12.171] [bbotk] errors runtime_learners uhash
## INFO [11:18:12.171] [bbotk] 0 0.309 eea68762-b474-45f5-b473-48ba1751a77a
## WARN [11:18:12.174] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:12.175] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:12.175] [bbotk] Proposing a randomly sampled point
## INFO [11:18:12.201] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:12.220] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:12.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:12.284] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:12.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:12.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:12.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:12.505] [mlr3] Finished benchmark
## INFO [11:18:12.522] [bbotk] Result of batch 610:
## INFO [11:18:12.523] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:12.523] [bbotk] 2 208 FALSE extratrees 0.425512 0.7287784 0
## INFO [11:18:12.523] [bbotk] errors runtime_learners uhash
## INFO [11:18:12.523] [bbotk] 0 0.253 4c8dbada-03e2-430f-ab19-102ce7cfb971
## WARN [11:18:12.526] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:12.526] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:12.527] [bbotk] Proposing a randomly sampled point
## INFO [11:18:12.535] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:12.545] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:12.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:12.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:12.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:12.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:12.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:12.700] [mlr3] Finished benchmark
## INFO [11:18:12.717] [bbotk] Result of batch 611:
## INFO [11:18:12.718] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:12.718] [bbotk] 3 342 TRUE gini 0.3095444 0.4 0
## INFO [11:18:12.718] [bbotk] errors runtime_learners uhash
## INFO [11:18:12.718] [bbotk] 0 0.129 a3b43479-ece7-4fda-a0bb-e1ca608d6544
## WARN [11:18:12.721] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:12.722] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:12.722] [bbotk] Proposing a randomly sampled point
## INFO [11:18:12.731] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:12.740] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:12.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:12.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:12.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:12.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:13.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:13.086] [mlr3] Finished benchmark
## INFO [11:18:13.105] [bbotk] Result of batch 612:
## INFO [11:18:13.106] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:13.106] [bbotk] 1 129 FALSE extratrees 0.3990088 0.7255421 0
## INFO [11:18:13.106] [bbotk] errors runtime_learners uhash
## INFO [11:18:13.106] [bbotk] 0 0.3 e7979624-4c82-45fb-a823-9658e2fa0766
## WARN [11:18:13.109] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:13.110] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:13.110] [bbotk] Proposing a randomly sampled point
## INFO [11:18:13.118] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:13.127] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:13.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:13.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:13.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:13.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:13.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:13.485] [mlr3] Finished benchmark
## INFO [11:18:13.503] [bbotk] Result of batch 613:
## INFO [11:18:13.503] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:13.503] [bbotk] 2 172 FALSE gini 0.7692075 0.7033213 0
## INFO [11:18:13.503] [bbotk] errors runtime_learners uhash
## INFO [11:18:13.503] [bbotk] 0 0.332 dd65d56b-d360-4a81-9f81-773f8affcf7c
## WARN [11:18:13.507] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:13.507] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:13.508] [bbotk] Proposing a randomly sampled point
## INFO [11:18:13.517] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:13.526] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:13.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:13.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:13.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:13.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:13.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:14.076] [mlr3] Finished benchmark
## INFO [11:18:14.101] [bbotk] Result of batch 614:
## INFO [11:18:14.102] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:14.102] [bbotk] 2 109 TRUE extratrees 0.9667579 0.6843226 0
## INFO [11:18:14.102] [bbotk] errors runtime_learners uhash
## INFO [11:18:14.102] [bbotk] 0 0.506 d1a2182e-2520-412b-bfc1-86a23e4eb8e2
## WARN [11:18:14.108] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:14.108] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:14.109] [bbotk] Proposing a randomly sampled point
## INFO [11:18:14.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:14.132] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:14.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:14.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:14.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:14.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:14.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:14.465] [mlr3] Finished benchmark
## INFO [11:18:14.482] [bbotk] Result of batch 615:
## INFO [11:18:14.483] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:14.483] [bbotk] 1 56 FALSE gini 0.3275714 0.6998127 0
## INFO [11:18:14.483] [bbotk] errors runtime_learners uhash
## INFO [11:18:14.483] [bbotk] 0 0.306 7c841e48-9eef-4bb0-b04b-79c2ba8c7a0a
## WARN [11:18:14.487] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:14.487] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:14.488] [bbotk] Proposing a randomly sampled point
## INFO [11:18:14.496] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:14.506] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:14.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:14.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:14.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:14.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:14.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:14.687] [mlr3] Finished benchmark
## INFO [11:18:14.704] [bbotk] Result of batch 616:
## INFO [11:18:14.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:14.717] [bbotk] 2 237 FALSE gini 0.2074537 0.6 0
## INFO [11:18:14.717] [bbotk] errors runtime_learners uhash
## INFO [11:18:14.717] [bbotk] 0 0.154 218df7d3-e675-49c6-8fbf-3d3dd72ba7e6
## WARN [11:18:14.722] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:14.723] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:14.723] [bbotk] Proposing a randomly sampled point
## INFO [11:18:14.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:14.759] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:14.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:14.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:14.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:14.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:14.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:15.029] [mlr3] Finished benchmark
## INFO [11:18:15.046] [bbotk] Result of batch 617:
## INFO [11:18:15.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:15.047] [bbotk] 5 167 TRUE gini 0.3233018 0.6931331 0
## INFO [11:18:15.047] [bbotk] errors runtime_learners uhash
## INFO [11:18:15.047] [bbotk] 0 0.239 7b53409b-49e9-4339-8a83-efc2969ba407
## WARN [11:18:15.050] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:15.050] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:15.051] [bbotk] Proposing a randomly sampled point
## INFO [11:18:15.059] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:15.069] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:15.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:15.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:15.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:15.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:15.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:15.227] [mlr3] Finished benchmark
## INFO [11:18:15.245] [bbotk] Result of batch 618:
## INFO [11:18:15.246] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:15.246] [bbotk] 2 221 TRUE extratrees 0.2127129 0.6 0
## INFO [11:18:15.246] [bbotk] errors runtime_learners uhash
## INFO [11:18:15.246] [bbotk] 0 0.133 0b5ceda8-6b04-4370-b434-781eac7527c9
## WARN [11:18:15.249] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:15.250] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:15.250] [bbotk] Proposing a randomly sampled point
## INFO [11:18:15.258] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:15.280] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:15.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:15.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:15.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:15.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:15.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:15.998] [mlr3] Finished benchmark
## INFO [11:18:16.015] [bbotk] Result of batch 619:
## INFO [11:18:16.016] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:16.016] [bbotk] 3 19 FALSE gini 0.703457 0.797776 0
## INFO [11:18:16.016] [bbotk] errors runtime_learners uhash
## INFO [11:18:16.016] [bbotk] 0 0.679 75b0cb67-b617-458f-ba03-270e32a51152
## WARN [11:18:16.019] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:16.019] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:16.020] [bbotk] Proposing a randomly sampled point
## INFO [11:18:16.028] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:16.038] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:16.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:16.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:16.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:16.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:16.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:16.368] [mlr3] Finished benchmark
## INFO [11:18:16.386] [bbotk] Result of batch 620:
## INFO [11:18:16.387] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:16.387] [bbotk] 1 140 FALSE gini 0.8487158 0.6998666 0
## INFO [11:18:16.387] [bbotk] errors runtime_learners uhash
## INFO [11:18:16.387] [bbotk] 0 0.305 f9be8f00-7d2c-44fd-8b1d-b7e3c625bf9f
## WARN [11:18:16.390] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:16.390] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:16.391] [bbotk] Proposing a randomly sampled point
## INFO [11:18:16.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:16.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:16.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:16.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:16.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:16.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:16.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:16.629] [mlr3] Finished benchmark
## INFO [11:18:16.648] [bbotk] Result of batch 621:
## INFO [11:18:16.649] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:16.649] [bbotk] 2 355 FALSE extratrees 0.1989276 0.6 0
## INFO [11:18:16.649] [bbotk] errors runtime_learners uhash
## INFO [11:18:16.649] [bbotk] 0 0.171 217a77df-63dc-480d-a9f1-2091dededff9
## WARN [11:18:16.652] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:16.653] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:16.653] [bbotk] Proposing a randomly sampled point
## INFO [11:18:16.662] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:16.671] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:16.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:16.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:16.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:16.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:16.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:17.036] [mlr3] Finished benchmark
## INFO [11:18:17.054] [bbotk] Result of batch 622:
## INFO [11:18:17.055] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:17.055] [bbotk] 5 201 FALSE extratrees 0.6005118 0.6971437 0
## INFO [11:18:17.055] [bbotk] errors runtime_learners uhash
## INFO [11:18:17.055] [bbotk] 0 0.339 77dddf22-8d9f-404a-9507-2ce6c99a1d78
## WARN [11:18:17.058] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:17.058] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:17.059] [bbotk] Proposing a randomly sampled point
## INFO [11:18:17.067] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:17.077] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:17.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:17.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:17.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:17.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:17.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:17.297] [mlr3] Finished benchmark
## INFO [11:18:17.323] [bbotk] Result of batch 623:
## INFO [11:18:17.324] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:17.324] [bbotk] 1 187 TRUE gini 0.3073938 0.6724949 0
## INFO [11:18:17.324] [bbotk] errors runtime_learners uhash
## INFO [11:18:17.324] [bbotk] 0 0.177 9cc6618b-e057-406a-aa3c-376e7caa1016
## WARN [11:18:17.329] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:17.330] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:17.330] [bbotk] Proposing a randomly sampled point
## INFO [11:18:17.346] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:17.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:17.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:17.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:17.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:17.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:17.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:17.632] [mlr3] Finished benchmark
## INFO [11:18:17.649] [bbotk] Result of batch 624:
## INFO [11:18:17.650] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:17.650] [bbotk] 3 164 TRUE gini 0.3746188 0.6973897 0
## INFO [11:18:17.650] [bbotk] errors runtime_learners uhash
## INFO [11:18:17.650] [bbotk] 0 0.249 79473e1b-74bf-45dd-931e-a453c88dbfdb
## WARN [11:18:17.654] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:17.654] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:17.654] [bbotk] Proposing a randomly sampled point
## INFO [11:18:17.663] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:17.672] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:17.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:17.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:17.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:17.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:17.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:17.858] [mlr3] Finished benchmark
## INFO [11:18:17.875] [bbotk] Result of batch 625:
## INFO [11:18:17.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:17.876] [bbotk] 5 443 FALSE gini 0.1567822 0.4 0
## INFO [11:18:17.876] [bbotk] errors runtime_learners uhash
## INFO [11:18:17.876] [bbotk] 0 0.157 00df0e1d-aebc-4c5c-bf86-94a4472069c9
## WARN [11:18:17.891] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:17.891] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:17.892] [bbotk] Proposing a randomly sampled point
## INFO [11:18:17.909] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:17.927] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:17.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:17.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:18.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:18.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:18.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:18.109] [mlr3] Finished benchmark
## INFO [11:18:18.126] [bbotk] Result of batch 626:
## INFO [11:18:18.127] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:18.127] [bbotk] 1 341 FALSE gini 0.287174 0.6 0
## INFO [11:18:18.127] [bbotk] errors runtime_learners uhash
## INFO [11:18:18.127] [bbotk] 0 0.154 529beb05-733c-491f-ae59-95149af3dd02
## WARN [11:18:18.130] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:18.131] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:18.131] [bbotk] Proposing a randomly sampled point
## INFO [11:18:18.140] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:18.149] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:18.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:18.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:18.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:18.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:18.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:18.320] [mlr3] Finished benchmark
## INFO [11:18:18.337] [bbotk] Result of batch 627:
## INFO [11:18:18.338] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:18.338] [bbotk] 2 331 FALSE gini 0.3779489 0.6 0
## INFO [11:18:18.338] [bbotk] errors runtime_learners uhash
## INFO [11:18:18.338] [bbotk] 0 0.143 1d077683-5eb7-4236-aab2-6ce530f64f88
## WARN [11:18:18.342] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:18.342] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:18.343] [bbotk] Proposing a randomly sampled point
## INFO [11:18:18.351] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:18.413] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:18.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:18.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:18.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:18.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:18.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:18.698] [mlr3] Finished benchmark
## INFO [11:18:18.716] [bbotk] Result of batch 628:
## INFO [11:18:18.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:18.717] [bbotk] 4 428 TRUE extratrees 0.6324617 0.7252826 0
## INFO [11:18:18.717] [bbotk] errors runtime_learners uhash
## INFO [11:18:18.717] [bbotk] 0 0.242 8a1d043d-5724-43c7-8974-b2ec19c7d4f0
## WARN [11:18:18.720] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:18.720] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:18.721] [bbotk] Proposing a randomly sampled point
## INFO [11:18:18.729] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:18.738] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:18.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:18.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:18.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:18.885] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:18.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:18.980] [mlr3] Finished benchmark
## INFO [11:18:18.997] [bbotk] Result of batch 629:
## INFO [11:18:18.998] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:18.998] [bbotk] 5 229 FALSE gini 0.3098274 0.6593143 0
## INFO [11:18:18.998] [bbotk] errors runtime_learners uhash
## INFO [11:18:18.998] [bbotk] 0 0.214 90f51f0a-1908-4d01-a97e-42c26cb869d5
## WARN [11:18:19.001] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:19.002] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:19.002] [bbotk] Proposing a randomly sampled point
## INFO [11:18:19.011] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:19.020] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:19.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:19.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:19.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:19.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:19.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:19.873] [mlr3] Finished benchmark
## INFO [11:18:19.899] [bbotk] Result of batch 630:
## INFO [11:18:19.901] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:19.901] [bbotk] 4 17 FALSE gini 0.777524 0.7947325 0
## INFO [11:18:19.901] [bbotk] errors runtime_learners uhash
## INFO [11:18:19.901] [bbotk] 0 0.818 92299b85-d724-45fb-ae96-bcab6aa97bae
## WARN [11:18:19.906] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:19.907] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:19.907] [bbotk] Proposing a randomly sampled point
## INFO [11:18:19.924] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:19.935] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:19.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:20.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:20.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:20.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:20.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:20.291] [mlr3] Finished benchmark
## INFO [11:18:20.309] [bbotk] Result of batch 631:
## INFO [11:18:20.309] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:20.309] [bbotk] 3 202 FALSE gini 0.6990734 0.7067406 0
## INFO [11:18:20.309] [bbotk] errors runtime_learners uhash
## INFO [11:18:20.309] [bbotk] 0 0.328 19a6c25c-3b30-48c0-a885-eb3399316e5f
## WARN [11:18:20.313] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:20.313] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:20.313] [bbotk] Proposing a randomly sampled point
## INFO [11:18:20.322] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:20.332] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:20.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:20.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:20.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:20.527] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:20.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:20.655] [mlr3] Finished benchmark
## INFO [11:18:20.672] [bbotk] Result of batch 632:
## INFO [11:18:20.673] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:20.673] [bbotk] 3 468 TRUE extratrees 0.9713294 0.7287352 0
## INFO [11:18:20.673] [bbotk] errors runtime_learners uhash
## INFO [11:18:20.673] [bbotk] 0 0.297 33b0208a-7a1f-4a87-adc7-e273d4d27fd3
## WARN [11:18:20.676] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:20.677] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:20.677] [bbotk] Proposing a randomly sampled point
## INFO [11:18:20.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:20.722] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:20.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:20.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:20.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:20.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:20.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:20.928] [mlr3] Finished benchmark
## INFO [11:18:20.946] [bbotk] Result of batch 633:
## INFO [11:18:20.947] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:20.947] [bbotk] 2 409 FALSE extratrees 0.1080176 0.6 0
## INFO [11:18:20.947] [bbotk] errors runtime_learners uhash
## INFO [11:18:20.947] [bbotk] 0 0.17 c3bdcfe6-0f4b-4f10-904b-1f81ee1c1403
## WARN [11:18:20.950] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:20.950] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:20.951] [bbotk] Proposing a randomly sampled point
## INFO [11:18:20.959] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:20.969] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:20.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:21.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:21.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:21.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:21.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:21.532] [mlr3] Finished benchmark
## INFO [11:18:21.550] [bbotk] Result of batch 634:
## INFO [11:18:21.551] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:21.551] [bbotk] 5 146 FALSE extratrees 0.9184663 0.6819351 0
## INFO [11:18:21.551] [bbotk] errors runtime_learners uhash
## INFO [11:18:21.551] [bbotk] 0 0.535 ea03b850-d6ac-41ce-82b5-01aed9026bce
## WARN [11:18:21.554] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:21.555] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:21.555] [bbotk] Proposing a randomly sampled point
## INFO [11:18:21.564] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:21.573] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:21.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:21.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:21.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:21.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:21.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:21.889] [mlr3] Finished benchmark
## INFO [11:18:21.914] [bbotk] Result of batch 635:
## INFO [11:18:21.916] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:21.916] [bbotk] 2 264 FALSE extratrees 0.5646726 0.7326246 0
## INFO [11:18:21.916] [bbotk] errors runtime_learners uhash
## INFO [11:18:21.916] [bbotk] 0 0.265 913496a5-3e07-4c97-91ce-0e8aa854a44e
## WARN [11:18:21.920] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:21.920] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:21.921] [bbotk] Proposing a randomly sampled point
## INFO [11:18:21.930] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:21.939] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:21.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:22.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:22.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:22.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:22.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:22.260] [mlr3] Finished benchmark
## INFO [11:18:22.278] [bbotk] Result of batch 636:
## INFO [11:18:22.279] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:22.279] [bbotk] 5 313 FALSE gini 0.6943461 0.7259811 0
## INFO [11:18:22.279] [bbotk] errors runtime_learners uhash
## INFO [11:18:22.279] [bbotk] 0 0.295 40d5bcca-cfc7-48b9-bb53-1cec33c7d9e5
## WARN [11:18:22.282] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:22.282] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:22.283] [bbotk] Proposing a randomly sampled point
## INFO [11:18:22.292] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:22.301] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:22.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:22.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:22.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:22.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:22.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:22.479] [mlr3] Finished benchmark
## INFO [11:18:22.511] [bbotk] Result of batch 637:
## INFO [11:18:22.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:22.513] [bbotk] 4 378 FALSE extratrees 0.2787163 0.6 0
## INFO [11:18:22.513] [bbotk] errors runtime_learners uhash
## INFO [11:18:22.513] [bbotk] 0 0.151 6592d611-8126-436c-b18c-728ef21c59be
## WARN [11:18:22.518] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:22.519] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:22.519] [bbotk] Proposing a randomly sampled point
## INFO [11:18:22.537] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:22.555] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:22.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:22.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:22.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:22.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:22.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:22.940] [mlr3] Finished benchmark
## INFO [11:18:22.957] [bbotk] Result of batch 638:
## INFO [11:18:22.958] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:22.958] [bbotk] 2 64 FALSE gini 0.4154649 0.7107327 0
## INFO [11:18:22.958] [bbotk] errors runtime_learners uhash
## INFO [11:18:22.958] [bbotk] 0 0.356 d47c265a-0827-48a5-acd6-0c71f63b4336
## WARN [11:18:22.961] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:22.962] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:22.962] [bbotk] Proposing a randomly sampled point
## INFO [11:18:22.971] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:22.980] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:22.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:23.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:23.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:23.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:23.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:23.217] [mlr3] Finished benchmark
## INFO [11:18:23.234] [bbotk] Result of batch 639:
## INFO [11:18:23.235] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:23.235] [bbotk] 5 373 TRUE gini 0.5806947 0.6593143 0
## INFO [11:18:23.235] [bbotk] errors runtime_learners uhash
## INFO [11:18:23.235] [bbotk] 0 0.211 2e4b0adf-411e-4d13-b697-e740004e54b1
## WARN [11:18:23.239] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:23.239] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:23.239] [bbotk] Proposing a randomly sampled point
## INFO [11:18:23.248] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:23.270] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:23.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:23.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:23.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:23.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:23.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:23.617] [mlr3] Finished benchmark
## INFO [11:18:23.634] [bbotk] Result of batch 640:
## INFO [11:18:23.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:23.635] [bbotk] 3 188 FALSE extratrees 0.5156974 0.7135365 0
## INFO [11:18:23.635] [bbotk] errors runtime_learners uhash
## INFO [11:18:23.635] [bbotk] 0 0.305 dd93c803-52a8-425e-be4e-10e1622f3ef4
## WARN [11:18:23.639] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:23.639] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:23.640] [bbotk] Proposing a randomly sampled point
## INFO [11:18:23.648] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:23.657] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:23.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:23.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:23.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:23.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:23.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:23.812] [mlr3] Finished benchmark
## INFO [11:18:23.830] [bbotk] Result of batch 641:
## INFO [11:18:23.830] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:23.830] [bbotk] 1 390 TRUE extratrees 0.4226083 0.6 0
## INFO [11:18:23.830] [bbotk] errors runtime_learners uhash
## INFO [11:18:23.830] [bbotk] 0 0.129 38c8c38b-c443-47d0-a2af-157f02fc6676
## WARN [11:18:23.834] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:23.834] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:23.834] [bbotk] Proposing a randomly sampled point
## INFO [11:18:23.843] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:23.853] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:23.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:24.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:24.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:24.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:24.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:24.634] [mlr3] Finished benchmark
## INFO [11:18:24.659] [bbotk] Result of batch 642:
## INFO [11:18:24.661] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:24.661] [bbotk] 3 1 TRUE gini 0.5776494 0.8213881 0
## INFO [11:18:24.661] [bbotk] errors runtime_learners uhash
## INFO [11:18:24.661] [bbotk] 0 0.745 194eeb8c-7c8c-4038-b75d-d1312a11b94a
## WARN [11:18:24.666] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:24.667] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:24.667] [bbotk] Proposing a randomly sampled point
## INFO [11:18:24.676] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:24.686] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:24.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:24.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:24.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:24.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:24.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:25.049] [mlr3] Finished benchmark
## INFO [11:18:25.067] [bbotk] Result of batch 643:
## INFO [11:18:25.068] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:25.068] [bbotk] 2 182 FALSE gini 0.9618048 0.7054387 0
## INFO [11:18:25.068] [bbotk] errors runtime_learners uhash
## INFO [11:18:25.068] [bbotk] 0 0.338 67d649b3-a7f4-4e98-b9c8-dc281f13551a
## WARN [11:18:25.071] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:25.071] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:25.072] [bbotk] Proposing a randomly sampled point
## INFO [11:18:25.081] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:25.090] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:25.092] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:25.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:25.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:25.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:25.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:25.321] [mlr3] Finished benchmark
## INFO [11:18:25.347] [bbotk] Result of batch 644:
## INFO [11:18:25.348] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:25.348] [bbotk] 4 443 TRUE gini 0.5176461 0.6593143 0
## INFO [11:18:25.348] [bbotk] errors runtime_learners uhash
## INFO [11:18:25.348] [bbotk] 0 0.204 0d0a23f4-fd5d-4019-8777-709640e44553
## WARN [11:18:25.354] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:25.354] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:25.355] [bbotk] Proposing a randomly sampled point
## INFO [11:18:25.373] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:25.390] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:25.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:25.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:25.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:25.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:25.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:25.607] [mlr3] Finished benchmark
## INFO [11:18:25.624] [bbotk] Result of batch 645:
## INFO [11:18:25.625] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:25.625] [bbotk] 3 493 FALSE gini 0.611807 0.6552739 0
## INFO [11:18:25.625] [bbotk] errors runtime_learners uhash
## INFO [11:18:25.625] [bbotk] 0 0.189 80696899-9b16-445d-a3a8-9074648e44f5
## WARN [11:18:25.628] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:25.628] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:25.629] [bbotk] Proposing a randomly sampled point
## INFO [11:18:25.638] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:25.647] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:25.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:25.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:25.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:25.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:25.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:26.012] [mlr3] Finished benchmark
## INFO [11:18:26.029] [bbotk] Result of batch 646:
## INFO [11:18:26.030] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:26.030] [bbotk] 2 46 FALSE gini 0.2969062 0.7104193 0
## INFO [11:18:26.030] [bbotk] errors runtime_learners uhash
## INFO [11:18:26.030] [bbotk] 0 0.339 f2bf4f2b-a435-4f1b-9efb-2447ac95c953
## WARN [11:18:26.034] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:26.034] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:26.034] [bbotk] Proposing a randomly sampled point
## INFO [11:18:26.059] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:26.078] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:26.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:26.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:26.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:26.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:26.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:26.430] [mlr3] Finished benchmark
## INFO [11:18:26.448] [bbotk] Result of batch 647:
## INFO [11:18:26.449] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:26.449] [bbotk] 3 184 FALSE extratrees 0.5706244 0.7080616 0
## INFO [11:18:26.449] [bbotk] errors runtime_learners uhash
## INFO [11:18:26.449] [bbotk] 0 0.316 a10fa18c-f982-477f-81df-ebbc71e9742e
## WARN [11:18:26.452] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:26.452] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:26.452] [bbotk] Proposing a randomly sampled point
## INFO [11:18:26.461] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:26.470] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:26.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:26.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:26.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:26.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:26.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:26.761] [mlr3] Finished benchmark
## INFO [11:18:26.779] [bbotk] Result of batch 648:
## INFO [11:18:26.780] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:26.780] [bbotk] 1 194 FALSE extratrees 0.458004 0.7307986 0
## INFO [11:18:26.780] [bbotk] errors runtime_learners uhash
## INFO [11:18:26.780] [bbotk] 0 0.266 d394088b-1919-4904-b633-f8ffcd39f15c
## WARN [11:18:26.783] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:26.784] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:26.784] [bbotk] Proposing a randomly sampled point
## INFO [11:18:26.793] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:26.802] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:26.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:26.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:26.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:26.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:27.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:27.085] [mlr3] Finished benchmark
## INFO [11:18:27.106] [bbotk] Result of batch 649:
## INFO [11:18:27.106] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:27.106] [bbotk] 1 379 FALSE gini 0.9350974 0.6937819 0
## INFO [11:18:27.106] [bbotk] errors runtime_learners uhash
## INFO [11:18:27.106] [bbotk] 0 0.229 cdabb767-3dca-433f-8d35-aed4c941da5a
## WARN [11:18:27.110] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:27.110] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:27.111] [bbotk] Proposing a randomly sampled point
## INFO [11:18:27.119] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:27.129] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:27.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:27.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:27.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:27.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:27.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:27.475] [mlr3] Finished benchmark
## INFO [11:18:27.493] [bbotk] Result of batch 650:
## INFO [11:18:27.494] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:27.494] [bbotk] 3 98 TRUE extratrees 0.4138392 0.6918177 0
## INFO [11:18:27.494] [bbotk] errors runtime_learners uhash
## INFO [11:18:27.494] [bbotk] 0 0.318 88871cec-037f-4394-890d-59694217135d
## WARN [11:18:27.497] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:27.497] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:27.498] [bbotk] Proposing a randomly sampled point
## INFO [11:18:27.507] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:27.516] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:27.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:27.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:27.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:27.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:28.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:28.130] [mlr3] Finished benchmark
## INFO [11:18:28.156] [bbotk] Result of batch 651:
## INFO [11:18:28.157] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:28.157] [bbotk] 2 52 TRUE extratrees 0.8548772 0.6919908 0
## INFO [11:18:28.157] [bbotk] errors runtime_learners uhash
## INFO [11:18:28.157] [bbotk] 0 0.567 d14d6311-7c87-4c8b-b2d3-55142f849386
## WARN [11:18:28.163] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:28.163] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:28.164] [bbotk] Proposing a randomly sampled point
## INFO [11:18:28.175] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:28.184] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:28.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:28.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:28.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:28.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:28.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:28.344] [mlr3] Finished benchmark
## INFO [11:18:28.362] [bbotk] Result of batch 652:
## INFO [11:18:28.363] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:28.363] [bbotk] 5 437 TRUE gini 0.1248917 0.6 0
## INFO [11:18:28.363] [bbotk] errors runtime_learners uhash
## INFO [11:18:28.363] [bbotk] 0 0.132 3943c0c3-4889-4989-88f3-59d63e8e1498
## WARN [11:18:28.367] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:28.367] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:28.367] [bbotk] Proposing a randomly sampled point
## INFO [11:18:28.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:28.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:28.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:28.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:28.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:28.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:28.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:28.886] [mlr3] Finished benchmark
## INFO [11:18:28.912] [bbotk] Result of batch 653:
## INFO [11:18:28.913] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:28.913] [bbotk] 2 52 TRUE gini 0.7267929 0.7386554 0
## INFO [11:18:28.913] [bbotk] errors runtime_learners uhash
## INFO [11:18:28.913] [bbotk] 0 0.468 69997849-efad-437c-b2a9-a00526f296f9
## WARN [11:18:28.919] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:28.919] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:28.920] [bbotk] Proposing a randomly sampled point
## INFO [11:18:28.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:28.951] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:28.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:29.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:29.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:29.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:29.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:29.194] [mlr3] Finished benchmark
## INFO [11:18:29.211] [bbotk] Result of batch 654:
## INFO [11:18:29.212] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:29.212] [bbotk] 3 458 FALSE gini 0.9259362 0.7046686 0
## INFO [11:18:29.212] [bbotk] errors runtime_learners uhash
## INFO [11:18:29.212] [bbotk] 0 0.214 fec67d46-c0bf-4420-a709-8d674044cd16
## WARN [11:18:29.216] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:29.216] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:29.216] [bbotk] Proposing a randomly sampled point
## INFO [11:18:29.225] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:29.235] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:29.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:29.268] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:29.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:29.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:29.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:29.390] [mlr3] Finished benchmark
## INFO [11:18:29.407] [bbotk] Result of batch 655:
## INFO [11:18:29.408] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:29.408] [bbotk] 4 470 TRUE extratrees 0.5306829 0.6 0
## INFO [11:18:29.408] [bbotk] errors runtime_learners uhash
## INFO [11:18:29.408] [bbotk] 0 0.129 cd8ab88b-b2b4-4fcc-80c3-0e82a8c63415
## WARN [11:18:29.424] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:29.425] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:29.426] [bbotk] Proposing a randomly sampled point
## INFO [11:18:29.444] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:29.463] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:29.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:29.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:29.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:29.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:29.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:29.681] [mlr3] Finished benchmark
## INFO [11:18:29.698] [bbotk] Result of batch 656:
## INFO [11:18:29.699] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:29.699] [bbotk] 2 461 FALSE gini 0.6955448 0.6554491 0
## INFO [11:18:29.699] [bbotk] errors runtime_learners uhash
## INFO [11:18:29.699] [bbotk] 0 0.187 1d9efe21-4277-48e4-80fa-01bd515a6762
## WARN [11:18:29.702] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:29.702] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:29.703] [bbotk] Proposing a randomly sampled point
## INFO [11:18:29.712] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:29.721] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:29.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:29.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:29.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:30.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:30.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:30.247] [mlr3] Finished benchmark
## INFO [11:18:30.264] [bbotk] Result of batch 657:
## INFO [11:18:30.265] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:30.265] [bbotk] 5 130 FALSE gini 0.9937607 0.745045 0
## INFO [11:18:30.265] [bbotk] errors runtime_learners uhash
## INFO [11:18:30.265] [bbotk] 0 0.5 4fccd478-6c29-471f-b972-16b4b0d5842b
## WARN [11:18:30.269] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:30.269] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:30.269] [bbotk] Proposing a randomly sampled point
## INFO [11:18:30.278] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:30.308] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:30.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:30.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:30.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:30.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:30.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:30.537] [mlr3] Finished benchmark
## INFO [11:18:30.554] [bbotk] Result of batch 658:
## INFO [11:18:30.555] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:30.555] [bbotk] 1 350 FALSE gini 0.4781488 0.6647814 0
## INFO [11:18:30.555] [bbotk] errors runtime_learners uhash
## INFO [11:18:30.555] [bbotk] 0 0.192 4407c69b-e626-4afc-a6f0-dc489314443d
## WARN [11:18:30.559] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:30.559] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:30.559] [bbotk] Proposing a randomly sampled point
## INFO [11:18:30.568] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:30.577] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:30.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:30.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:30.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:30.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:30.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:30.734] [mlr3] Finished benchmark
## INFO [11:18:30.751] [bbotk] Result of batch 659:
## INFO [11:18:30.752] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:30.752] [bbotk] 3 492 TRUE extratrees 0.2696937 0.4 0
## INFO [11:18:30.752] [bbotk] errors runtime_learners uhash
## INFO [11:18:30.752] [bbotk] 0 0.131 720df140-0611-4243-a7fd-1c3f602fbf56
## WARN [11:18:30.756] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:30.756] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:30.756] [bbotk] Proposing a randomly sampled point
## INFO [11:18:30.766] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:30.775] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:30.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:30.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:31.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:31.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:31.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:31.490] [mlr3] Finished benchmark
## INFO [11:18:31.508] [bbotk] Result of batch 660:
## INFO [11:18:31.509] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:31.509] [bbotk] 3 28 TRUE gini 0.8552412 0.7797601 0
## INFO [11:18:31.509] [bbotk] errors runtime_learners uhash
## INFO [11:18:31.509] [bbotk] 0 0.675 aab9ebb8-9ff2-4586-88e6-ac93df3d99e5
## WARN [11:18:31.512] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:31.513] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:31.513] [bbotk] Proposing a randomly sampled point
## INFO [11:18:31.522] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:31.531] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:31.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:31.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:31.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:31.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:31.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:31.788] [mlr3] Finished benchmark
## INFO [11:18:31.806] [bbotk] Result of batch 661:
## INFO [11:18:31.807] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:31.807] [bbotk] 1 312 FALSE gini 0.8839948 0.6900436 0
## INFO [11:18:31.807] [bbotk] errors runtime_learners uhash
## INFO [11:18:31.807] [bbotk] 0 0.231 ec96b150-3a7d-4cc6-b609-8a2c1f019da8
## WARN [11:18:31.810] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:31.811] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:31.811] [bbotk] Proposing a randomly sampled point
## INFO [11:18:31.820] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:31.830] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:31.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:31.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:31.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:31.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:32.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:32.102] [mlr3] Finished benchmark
## INFO [11:18:32.126] [bbotk] Result of batch 662:
## INFO [11:18:32.127] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:32.127] [bbotk] 5 499 TRUE gini 0.6283865 0.6593143 0
## INFO [11:18:32.127] [bbotk] errors runtime_learners uhash
## INFO [11:18:32.127] [bbotk] 0 0.221 fcc19d83-dbb6-4ee2-8023-99e072eac3aa
## WARN [11:18:32.130] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:32.131] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:32.131] [bbotk] Proposing a randomly sampled point
## INFO [11:18:32.140] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:32.149] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:32.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:32.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:32.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:32.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:32.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:32.619] [mlr3] Finished benchmark
## INFO [11:18:32.636] [bbotk] Result of batch 663:
## INFO [11:18:32.637] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:32.637] [bbotk] 5 94 TRUE extratrees 0.5478792 0.6801333 0
## INFO [11:18:32.637] [bbotk] errors runtime_learners uhash
## INFO [11:18:32.637] [bbotk] 0 0.442 7877c65c-c722-48eb-b349-4779b832bed3
## WARN [11:18:32.641] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:32.641] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:32.642] [bbotk] Proposing a randomly sampled point
## INFO [11:18:32.651] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:32.660] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:32.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:32.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:32.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:32.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:32.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:32.901] [mlr3] Finished benchmark
## INFO [11:18:32.926] [bbotk] Result of batch 664:
## INFO [11:18:32.928] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:32.928] [bbotk] 2 409 FALSE gini 0.6044107 0.6534289 0
## INFO [11:18:32.928] [bbotk] errors runtime_learners uhash
## INFO [11:18:32.928] [bbotk] 0 0.206 05ab37d5-82c5-4093-83f6-f8d8865a4aaa
## WARN [11:18:32.933] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:32.934] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:32.934] [bbotk] Proposing a randomly sampled point
## INFO [11:18:32.945] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:32.954] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:32.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:33.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:33.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:33.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:33.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:33.229] [mlr3] Finished benchmark
## INFO [11:18:33.247] [bbotk] Result of batch 665:
## INFO [11:18:33.248] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:33.248] [bbotk] 5 60 FALSE gini 0.1208773 0.6878744 0
## INFO [11:18:33.248] [bbotk] errors runtime_learners uhash
## INFO [11:18:33.248] [bbotk] 0 0.249 17a47485-ff5c-4454-8209-b503a6af40b5
## WARN [11:18:33.251] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:33.252] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:33.252] [bbotk] Proposing a randomly sampled point
## INFO [11:18:33.261] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:33.270] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:33.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:33.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:33.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:33.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:33.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:33.480] [mlr3] Finished benchmark
## INFO [11:18:33.506] [bbotk] Result of batch 666:
## INFO [11:18:33.507] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:33.507] [bbotk] 1 417 TRUE gini 0.5333739 0.6591739 0
## INFO [11:18:33.507] [bbotk] errors runtime_learners uhash
## INFO [11:18:33.507] [bbotk] 0 0.177 e3417c01-25bc-43e9-a5ab-65fa6cc92cc6
## WARN [11:18:33.513] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:33.514] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:33.514] [bbotk] Proposing a randomly sampled point
## INFO [11:18:33.531] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:33.542] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:33.545] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:33.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:33.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:33.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:33.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:33.718] [mlr3] Finished benchmark
## INFO [11:18:33.735] [bbotk] Result of batch 667:
## INFO [11:18:33.736] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:33.736] [bbotk] 4 433 FALSE gini 0.2821904 0.6 0
## INFO [11:18:33.736] [bbotk] errors runtime_learners uhash
## INFO [11:18:33.736] [bbotk] 0 0.149 8095dc53-3b0c-4328-bcc0-1229f14c65cb
## WARN [11:18:33.740] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:33.740] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:33.740] [bbotk] Proposing a randomly sampled point
## INFO [11:18:33.749] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:33.759] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:33.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:33.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:33.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:33.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:33.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:33.987] [mlr3] Finished benchmark
## INFO [11:18:34.024] [bbotk] Result of batch 668:
## INFO [11:18:34.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:34.025] [bbotk] 5 352 TRUE gini 0.5154853 0.6593143 0
## INFO [11:18:34.025] [bbotk] errors runtime_learners uhash
## INFO [11:18:34.025] [bbotk] 0 0.204 098befca-6897-4579-9b1e-0cbb844d6d98
## WARN [11:18:34.031] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:34.031] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:34.032] [bbotk] Proposing a randomly sampled point
## INFO [11:18:34.050] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:34.067] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:34.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:34.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:34.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:34.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:34.197] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:34.227] [mlr3] Finished benchmark
## INFO [11:18:34.245] [bbotk] Result of batch 669:
## INFO [11:18:34.246] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:34.246] [bbotk] 2 318 TRUE gini 0.1473318 0.6 0
## INFO [11:18:34.246] [bbotk] errors runtime_learners uhash
## INFO [11:18:34.246] [bbotk] 0 0.133 52d78258-3684-4bd9-a905-bfbf039c8475
## WARN [11:18:34.249] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:34.250] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:34.250] [bbotk] Proposing a randomly sampled point
## INFO [11:18:34.259] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:34.268] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:34.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:34.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:34.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:34.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:34.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:34.640] [mlr3] Finished benchmark
## INFO [11:18:34.675] [bbotk] Result of batch 670:
## INFO [11:18:34.676] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:34.676] [bbotk] 2 84 FALSE extratrees 0.458911 0.688363 0
## INFO [11:18:34.676] [bbotk] errors runtime_learners uhash
## INFO [11:18:34.676] [bbotk] 0 0.347 d0184a5b-ff33-4c61-a39d-ef3cb492b805
## WARN [11:18:34.682] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:34.682] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:34.683] [bbotk] Proposing a randomly sampled point
## INFO [11:18:34.701] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:34.719] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:34.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:34.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:34.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:34.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:34.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:34.937] [mlr3] Finished benchmark
## INFO [11:18:34.954] [bbotk] Result of batch 671:
## INFO [11:18:34.955] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:34.955] [bbotk] 1 378 FALSE gini 0.604332 0.6628583 0
## INFO [11:18:34.955] [bbotk] errors runtime_learners uhash
## INFO [11:18:34.955] [bbotk] 0 0.186 685cbec8-63be-4fff-9d26-ef8c20e05fd0
## WARN [11:18:34.959] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:34.959] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:34.959] [bbotk] Proposing a randomly sampled point
## INFO [11:18:34.968] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:34.978] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:34.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:35.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:35.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:35.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:35.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:35.274] [mlr3] Finished benchmark
## INFO [11:18:35.292] [bbotk] Result of batch 672:
## INFO [11:18:35.293] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:35.293] [bbotk] 5 455 FALSE extratrees 0.8490773 0.7306065 0
## INFO [11:18:35.293] [bbotk] errors runtime_learners uhash
## INFO [11:18:35.293] [bbotk] 0 0.269 1b0530b0-51c8-4407-9dcc-57af8a86429b
## WARN [11:18:35.297] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:35.297] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:35.308] [bbotk] Proposing a randomly sampled point
## INFO [11:18:35.327] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:35.346] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:35.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:35.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:35.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:35.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:35.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:35.644] [mlr3] Finished benchmark
## INFO [11:18:35.661] [bbotk] Result of batch 673:
## INFO [11:18:35.662] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:35.662] [bbotk] 2 325 FALSE gini 0.9835588 0.7012117 0
## INFO [11:18:35.662] [bbotk] errors runtime_learners uhash
## INFO [11:18:35.662] [bbotk] 0 0.265 5cccbf82-8c43-4787-95b1-c2b3c156d85e
## WARN [11:18:35.665] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:35.666] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:35.666] [bbotk] Proposing a randomly sampled point
## INFO [11:18:35.675] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:35.684] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:35.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:35.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:35.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:35.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:35.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:35.841] [mlr3] Finished benchmark
## INFO [11:18:35.859] [bbotk] Result of batch 674:
## INFO [11:18:35.860] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:35.860] [bbotk] 3 298 TRUE extratrees 0.3310647 0.6 0
## INFO [11:18:35.860] [bbotk] errors runtime_learners uhash
## INFO [11:18:35.860] [bbotk] 0 0.131 4b7bae6f-e287-4f18-8b88-7aaa26a25f2e
## WARN [11:18:35.864] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:35.864] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:35.864] [bbotk] Proposing a randomly sampled point
## INFO [11:18:35.921] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:35.936] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:35.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:36.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:36.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:36.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:36.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:36.293] [mlr3] Finished benchmark
## INFO [11:18:36.312] [bbotk] Result of batch 675:
## INFO [11:18:36.313] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:36.313] [bbotk] 2 41 FALSE extratrees 0.1764223 0.692185 0
## INFO [11:18:36.313] [bbotk] errors runtime_learners uhash
## INFO [11:18:36.313] [bbotk] 0 0.315 27b36c31-b6dd-4584-93d2-ff60a32f43ab
## WARN [11:18:36.317] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:36.317] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:36.317] [bbotk] Proposing a randomly sampled point
## INFO [11:18:36.326] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:36.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:36.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:36.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:36.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:36.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:36.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:36.702] [mlr3] Finished benchmark
## INFO [11:18:36.720] [bbotk] Result of batch 676:
## INFO [11:18:36.720] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:36.720] [bbotk] 2 157 FALSE gini 0.7791121 0.7090146 0
## INFO [11:18:36.720] [bbotk] errors runtime_learners uhash
## INFO [11:18:36.720] [bbotk] 0 0.34 cda345ea-9c85-440f-8ff4-fc15c308b7af
## WARN [11:18:36.724] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:36.724] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:36.725] [bbotk] Proposing a randomly sampled point
## INFO [11:18:36.734] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:36.743] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:36.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:36.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:36.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:37.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:37.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:37.378] [mlr3] Finished benchmark
## INFO [11:18:37.404] [bbotk] Result of batch 677:
## INFO [11:18:37.406] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:37.406] [bbotk] 4 103 TRUE extratrees 0.8886962 0.6842255 0
## INFO [11:18:37.406] [bbotk] errors runtime_learners uhash
## INFO [11:18:37.406] [bbotk] 0 0.599 9349c8c1-1e7f-4479-8304-f282dda4401c
## WARN [11:18:37.411] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:37.412] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:37.412] [bbotk] Proposing a randomly sampled point
## INFO [11:18:37.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:37.443] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:37.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:37.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:37.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:37.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:37.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:37.699] [mlr3] Finished benchmark
## INFO [11:18:37.716] [bbotk] Result of batch 678:
## INFO [11:18:37.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:37.717] [bbotk] 2 231 FALSE gini 0.4319559 0.6878766 0
## INFO [11:18:37.717] [bbotk] errors runtime_learners uhash
## INFO [11:18:37.717] [bbotk] 0 0.232 b2cfacb9-1419-44ce-8137-86db0963a815
## WARN [11:18:37.720] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:37.721] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:37.721] [bbotk] Proposing a randomly sampled point
## INFO [11:18:37.730] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:37.740] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:37.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:37.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:37.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:37.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:37.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:38.058] [mlr3] Finished benchmark
## INFO [11:18:38.089] [bbotk] Result of batch 679:
## INFO [11:18:38.091] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:38.091] [bbotk] 3 241 FALSE gini 0.6444628 0.7067406 0
## INFO [11:18:38.091] [bbotk] errors runtime_learners uhash
## INFO [11:18:38.091] [bbotk] 0 0.29 285a6993-76e0-4d0a-a9a5-e73938bc9aa9
## WARN [11:18:38.095] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:38.095] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:38.096] [bbotk] Proposing a randomly sampled point
## INFO [11:18:38.111] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:38.131] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:38.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:38.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:38.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:38.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:38.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:38.633] [mlr3] Finished benchmark
## INFO [11:18:38.651] [bbotk] Result of batch 680:
## INFO [11:18:38.652] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:38.652] [bbotk] 3 103 TRUE gini 0.8444116 0.7261144 0
## INFO [11:18:38.652] [bbotk] errors runtime_learners uhash
## INFO [11:18:38.652] [bbotk] 0 0.462 d1f538ef-f4c2-4cfe-bc7c-3f3c6d2bac27
## WARN [11:18:38.655] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:38.656] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:38.656] [bbotk] Proposing a randomly sampled point
## INFO [11:18:38.665] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:38.674] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:38.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:38.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:38.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:38.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:38.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:38.983] [mlr3] Finished benchmark
## INFO [11:18:39.001] [bbotk] Result of batch 681:
## INFO [11:18:39.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:39.002] [bbotk] 3 321 FALSE extratrees 0.7732635 0.7269093 0
## INFO [11:18:39.002] [bbotk] errors runtime_learners uhash
## INFO [11:18:39.002] [bbotk] 0 0.281 d71e5ba6-1ad3-44b6-9181-712a3249956a
## WARN [11:18:39.005] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:39.006] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:39.006] [bbotk] Proposing a randomly sampled point
## INFO [11:18:39.015] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:39.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:39.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:39.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:39.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:39.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:39.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:39.361] [mlr3] Finished benchmark
## INFO [11:18:39.387] [bbotk] Result of batch 682:
## INFO [11:18:39.389] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:39.389] [bbotk] 5 340 TRUE extratrees 0.6368022 0.7233596 0
## INFO [11:18:39.389] [bbotk] errors runtime_learners uhash
## INFO [11:18:39.389] [bbotk] 0 0.283 e5210d90-e41c-4088-aafe-9f46ada1ee4d
## WARN [11:18:39.394] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:39.395] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:39.396] [bbotk] Proposing a randomly sampled point
## INFO [11:18:39.407] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:39.416] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:39.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:39.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:39.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:39.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:39.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:39.916] [mlr3] Finished benchmark
## INFO [11:18:39.934] [bbotk] Result of batch 683:
## INFO [11:18:39.935] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:39.935] [bbotk] 1 19 FALSE gini 0.6057874 0.7584447 0
## INFO [11:18:39.935] [bbotk] errors runtime_learners uhash
## INFO [11:18:39.935] [bbotk] 0 0.473 6464ed5f-79e5-485e-9218-5f6dbbe700f6
## WARN [11:18:39.938] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:39.939] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:39.939] [bbotk] Proposing a randomly sampled point
## INFO [11:18:39.948] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:39.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:39.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:40.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:40.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:40.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:40.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:40.377] [mlr3] Finished benchmark
## INFO [11:18:40.404] [bbotk] Result of batch 684:
## INFO [11:18:40.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:40.405] [bbotk] 3 96 FALSE extratrees 0.5157025 0.6918177 0
## INFO [11:18:40.405] [bbotk] errors runtime_learners uhash
## INFO [11:18:40.405] [bbotk] 0 0.372 7441655e-a023-4379-9e58-d82e610f3e84
## WARN [11:18:40.410] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:40.411] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:40.412] [bbotk] Proposing a randomly sampled point
## INFO [11:18:40.429] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:40.448] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:40.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:40.483] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:40.514] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:40.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:40.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:40.607] [mlr3] Finished benchmark
## INFO [11:18:40.625] [bbotk] Result of batch 685:
## INFO [11:18:40.626] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:40.626] [bbotk] 5 319 TRUE gini 0.2107836 0.6 0
## INFO [11:18:40.626] [bbotk] errors runtime_learners uhash
## INFO [11:18:40.626] [bbotk] 0 0.136 845123b7-20ac-4e8a-880a-649d074baf24
## WARN [11:18:40.629] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:40.630] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:40.630] [bbotk] Proposing a randomly sampled point
## INFO [11:18:40.639] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:40.648] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:40.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:40.693] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:40.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:40.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:40.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:40.862] [mlr3] Finished benchmark
## INFO [11:18:40.880] [bbotk] Result of batch 686:
## INFO [11:18:40.881] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:40.881] [bbotk] 3 403 FALSE extratrees 0.4901429 0.7070752 0
## INFO [11:18:40.881] [bbotk] errors runtime_learners uhash
## INFO [11:18:40.881] [bbotk] 0 0.188 324ff7e1-0a4b-43c1-acdb-9cab71cff64e
## WARN [11:18:40.897] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:40.898] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:40.898] [bbotk] Proposing a randomly sampled point
## INFO [11:18:40.913] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:40.931] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:40.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:41.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:41.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:41.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:41.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:41.400] [mlr3] Finished benchmark
## INFO [11:18:41.418] [bbotk] Result of batch 687:
## INFO [11:18:41.419] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:41.419] [bbotk] 2 91 FALSE extratrees 0.7292831 0.6825208 0
## INFO [11:18:41.419] [bbotk] errors runtime_learners uhash
## INFO [11:18:41.419] [bbotk] 0 0.428 98c81cd0-ad8c-4f5d-b610-02dfb010018c
## WARN [11:18:41.423] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:41.423] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:41.423] [bbotk] Proposing a randomly sampled point
## INFO [11:18:41.432] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:41.441] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:41.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:41.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:41.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:41.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:41.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:41.701] [mlr3] Finished benchmark
## INFO [11:18:41.719] [bbotk] Result of batch 688:
## INFO [11:18:41.720] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:41.720] [bbotk] 1 266 FALSE gini 0.6649277 0.6898925 0
## INFO [11:18:41.720] [bbotk] errors runtime_learners uhash
## INFO [11:18:41.720] [bbotk] 0 0.234 a1217ae0-42ac-4c2e-8c70-cbe9088253b7
## WARN [11:18:41.723] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:41.724] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:41.724] [bbotk] Proposing a randomly sampled point
## INFO [11:18:41.733] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:41.743] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:41.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:41.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:41.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:41.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:41.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:42.033] [mlr3] Finished benchmark
## INFO [11:18:42.060] [bbotk] Result of batch 689:
## INFO [11:18:42.061] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:42.061] [bbotk] 1 381 TRUE gini 0.7870011 0.6844197 0
## INFO [11:18:42.061] [bbotk] errors runtime_learners uhash
## INFO [11:18:42.061] [bbotk] 0 0.24 e34e505f-77e6-4e73-aa1b-50fca0412959
## WARN [11:18:42.066] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:42.067] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:42.067] [bbotk] Proposing a randomly sampled point
## INFO [11:18:42.079] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:42.089] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:42.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:42.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:42.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:42.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:42.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:42.538] [mlr3] Finished benchmark
## INFO [11:18:42.556] [bbotk] Result of batch 690:
## INFO [11:18:42.557] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:42.557] [bbotk] 3 173 TRUE extratrees 0.8523464 0.6900159 0
## INFO [11:18:42.557] [bbotk] errors runtime_learners uhash
## INFO [11:18:42.557] [bbotk] 0 0.42 e3ba723d-e97e-4a0a-ae41-9636641a3ed4
## WARN [11:18:42.560] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:42.561] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:42.561] [bbotk] Proposing a randomly sampled point
## INFO [11:18:42.570] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:42.579] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:42.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:42.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:42.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:42.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:42.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:43.012] [mlr3] Finished benchmark
## INFO [11:18:43.038] [bbotk] Result of batch 691:
## INFO [11:18:43.039] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:43.039] [bbotk] 4 45 FALSE gini 0.2867218 0.7183491 0
## INFO [11:18:43.039] [bbotk] errors runtime_learners uhash
## INFO [11:18:43.039] [bbotk] 0 0.401 261bc8d9-5aa6-47fa-8e8c-91477d77bd0b
## WARN [11:18:43.045] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:43.045] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:43.046] [bbotk] Proposing a randomly sampled point
## INFO [11:18:43.064] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:43.082] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:43.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:43.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:43.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:43.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:43.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:43.467] [mlr3] Finished benchmark
## INFO [11:18:43.485] [bbotk] Result of batch 692:
## INFO [11:18:43.486] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:43.486] [bbotk] 2 123 FALSE gini 0.6995024 0.7073617 0
## INFO [11:18:43.486] [bbotk] errors runtime_learners uhash
## INFO [11:18:43.486] [bbotk] 0 0.354 626fa135-8d6d-4f0d-b273-3c0dd6e8c23a
## WARN [11:18:43.489] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:43.489] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:43.490] [bbotk] Proposing a randomly sampled point
## INFO [11:18:43.498] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:43.508] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:43.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:43.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:43.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:43.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:43.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:43.842] [mlr3] Finished benchmark
## INFO [11:18:43.860] [bbotk] Result of batch 693:
## INFO [11:18:43.861] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:43.861] [bbotk] 3 160 FALSE gini 0.4904432 0.7011168 0
## INFO [11:18:43.861] [bbotk] errors runtime_learners uhash
## INFO [11:18:43.861] [bbotk] 0 0.306 e01f10dc-d4d2-4c52-a76e-c378398f9cd8
## WARN [11:18:43.877] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:43.878] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:43.879] [bbotk] Proposing a randomly sampled point
## INFO [11:18:43.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:43.912] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:43.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:43.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:44.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:44.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:44.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:44.248] [mlr3] Finished benchmark
## INFO [11:18:44.266] [bbotk] Result of batch 694:
## INFO [11:18:44.267] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:44.267] [bbotk] 5 247 TRUE extratrees 0.5480873 0.7194163 0
## INFO [11:18:44.267] [bbotk] errors runtime_learners uhash
## INFO [11:18:44.267] [bbotk] 0 0.298 64bd97de-a482-4a19-b0a5-66f552fdfa31
## WARN [11:18:44.270] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:44.271] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:44.271] [bbotk] Proposing a randomly sampled point
## INFO [11:18:44.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:44.289] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:44.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:44.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:44.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:44.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:44.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:44.495] [mlr3] Finished benchmark
## INFO [11:18:44.513] [bbotk] Result of batch 695:
## INFO [11:18:44.514] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:44.514] [bbotk] 2 274 TRUE gini 0.4388462 0.657275 0
## INFO [11:18:44.514] [bbotk] errors runtime_learners uhash
## INFO [11:18:44.514] [bbotk] 0 0.178 c4cfed9c-125d-4b33-81fb-dcb8d1defee9
## WARN [11:18:44.517] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:44.517] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:44.518] [bbotk] Proposing a randomly sampled point
## INFO [11:18:44.527] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:44.536] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:44.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:44.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:44.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:44.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:45.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:45.179] [mlr3] Finished benchmark
## INFO [11:18:45.205] [bbotk] Result of batch 696:
## INFO [11:18:45.207] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:45.207] [bbotk] 3 70 TRUE extratrees 0.8662685 0.6919908 0
## INFO [11:18:45.207] [bbotk] errors runtime_learners uhash
## INFO [11:18:45.207] [bbotk] 0 0.591 6ee0bae2-74b6-49cc-a645-69ac6dbf5f84
## WARN [11:18:45.212] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:45.213] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:45.213] [bbotk] Proposing a randomly sampled point
## INFO [11:18:45.223] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:45.232] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:45.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:45.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:45.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:45.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:45.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:45.408] [mlr3] Finished benchmark
## INFO [11:18:45.426] [bbotk] Result of batch 697:
## INFO [11:18:45.427] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:45.427] [bbotk] 1 330 FALSE gini 0.3084801 0.6 0
## INFO [11:18:45.427] [bbotk] errors runtime_learners uhash
## INFO [11:18:45.427] [bbotk] 0 0.147 a2c30fea-a1db-4a15-b5ed-79cbe762445d
## WARN [11:18:45.430] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:45.430] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:45.431] [bbotk] Proposing a randomly sampled point
## INFO [11:18:45.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:45.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:45.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:45.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:45.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:45.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:45.700] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:45.762] [mlr3] Finished benchmark
## INFO [11:18:45.788] [bbotk] Result of batch 698:
## INFO [11:18:45.790] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:45.790] [bbotk] 3 253 TRUE gini 0.5703971 0.6955206 0
## INFO [11:18:45.790] [bbotk] errors runtime_learners uhash
## INFO [11:18:45.790] [bbotk] 0 0.279 d36b9d2a-ab83-4bcf-9189-c1c38df1b0a4
## WARN [11:18:45.795] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:45.796] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:45.796] [bbotk] Proposing a randomly sampled point
## INFO [11:18:45.814] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:45.832] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:45.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:45.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:46.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:46.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:46.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:46.483] [mlr3] Finished benchmark
## INFO [11:18:46.501] [bbotk] Result of batch 699:
## INFO [11:18:46.502] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:46.502] [bbotk] 2 23 TRUE extratrees 0.7512156 0.7069491 0
## INFO [11:18:46.502] [bbotk] errors runtime_learners uhash
## INFO [11:18:46.502] [bbotk] 0 0.619 bd36033c-6aeb-4ad0-a2f6-b702bcba548d
## WARN [11:18:46.505] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:46.506] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:46.506] [bbotk] Proposing a randomly sampled point
## INFO [11:18:46.515] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:46.525] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:46.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:46.595] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:46.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:46.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:46.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:46.887] [mlr3] Finished benchmark
## INFO [11:18:46.912] [bbotk] Result of batch 700:
## INFO [11:18:46.913] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:46.913] [bbotk] 1 356 TRUE extratrees 0.9740986 0.7291457 0
## INFO [11:18:46.913] [bbotk] errors runtime_learners uhash
## INFO [11:18:46.913] [bbotk] 0 0.32 6a771102-3237-4cac-8347-e3f3502d6adf
## WARN [11:18:46.919] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:46.919] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:46.920] [bbotk] Proposing a randomly sampled point
## INFO [11:18:46.938] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:46.957] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:46.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:47.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:47.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:47.189] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:47.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:47.337] [mlr3] Finished benchmark
## INFO [11:18:47.355] [bbotk] Result of batch 701:
## INFO [11:18:47.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:47.356] [bbotk] 3 85 TRUE extratrees 0.4348507 0.6920361 0
## INFO [11:18:47.356] [bbotk] errors runtime_learners uhash
## INFO [11:18:47.356] [bbotk] 0 0.353 b6ea81ef-bca9-4308-8001-3c651ba3dc58
## WARN [11:18:47.359] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:47.360] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:47.360] [bbotk] Proposing a randomly sampled point
## INFO [11:18:47.369] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:47.378] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:47.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:47.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:47.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:47.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:47.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:47.915] [mlr3] Finished benchmark
## INFO [11:18:47.933] [bbotk] Result of batch 702:
## INFO [11:18:47.947] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:47.947] [bbotk] 5 186 TRUE gini 0.9850431 0.7120368 0
## INFO [11:18:47.947] [bbotk] errors runtime_learners uhash
## INFO [11:18:47.947] [bbotk] 0 0.51 8f950b28-b8d4-4ab1-b530-17dc010e9723
## WARN [11:18:47.952] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:47.952] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:47.953] [bbotk] Proposing a randomly sampled point
## INFO [11:18:47.968] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:47.986] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:47.990] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:48.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:48.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:48.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:48.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:48.170] [mlr3] Finished benchmark
## INFO [11:18:48.188] [bbotk] Result of batch 703:
## INFO [11:18:48.189] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:48.189] [bbotk] 5 465 TRUE gini 0.2098532 0.6 0
## INFO [11:18:48.189] [bbotk] errors runtime_learners uhash
## INFO [11:18:48.189] [bbotk] 0 0.143 6bd7eecf-49ed-4e3a-8043-5a991469c835
## WARN [11:18:48.192] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:48.193] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:48.193] [bbotk] Proposing a randomly sampled point
## INFO [11:18:48.202] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:48.211] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:48.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:48.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:48.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:48.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:48.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:48.676] [mlr3] Finished benchmark
## INFO [11:18:48.695] [bbotk] Result of batch 704:
## INFO [11:18:48.696] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:48.696] [bbotk] 1 126 TRUE extratrees 0.9620669 0.6861244 0
## INFO [11:18:48.696] [bbotk] errors runtime_learners uhash
## INFO [11:18:48.696] [bbotk] 0 0.437 6b3ee9cb-d8b8-4d41-b921-b65b1da9534f
## WARN [11:18:48.699] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:48.700] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:48.700] [bbotk] Proposing a randomly sampled point
## INFO [11:18:48.709] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:48.734] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:48.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:48.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:48.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:48.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:48.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:48.988] [mlr3] Finished benchmark
## INFO [11:18:49.013] [bbotk] Result of batch 705:
## INFO [11:18:49.014] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:49.014] [bbotk] 3 216 FALSE gini 0.2894382 0.6513845 0
## INFO [11:18:49.014] [bbotk] errors runtime_learners uhash
## INFO [11:18:49.014] [bbotk] 0 0.212 da317fff-b707-4ed8-b372-a22f5a4978a2
## WARN [11:18:49.018] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:49.018] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:49.019] [bbotk] Proposing a randomly sampled point
## INFO [11:18:49.027] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:49.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:49.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:49.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:49.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:49.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:49.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:49.765] [mlr3] Finished benchmark
## INFO [11:18:49.783] [bbotk] Result of batch 706:
## INFO [11:18:49.784] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:49.784] [bbotk] 3 36 FALSE extratrees 0.9872207 0.7203892 0
## INFO [11:18:49.784] [bbotk] errors runtime_learners uhash
## INFO [11:18:49.784] [bbotk] 0 0.699 baafab1f-a426-451b-a10b-a52fd46c2ac0
## WARN [11:18:49.788] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:49.788] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:49.789] [bbotk] Proposing a randomly sampled point
## INFO [11:18:49.798] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:49.807] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:49.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:49.873] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:49.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:49.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:50.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:50.076] [mlr3] Finished benchmark
## INFO [11:18:50.102] [bbotk] Result of batch 707:
## INFO [11:18:50.104] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:50.104] [bbotk] 5 499 TRUE extratrees 0.6182795 0.6995291 0
## INFO [11:18:50.104] [bbotk] errors runtime_learners uhash
## INFO [11:18:50.104] [bbotk] 0 0.213 9c69935e-1eb4-4358-8dba-86d56d2e230d
## WARN [11:18:50.109] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:50.110] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:50.110] [bbotk] Proposing a randomly sampled point
## INFO [11:18:50.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:50.132] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:50.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:50.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:50.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:50.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:50.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:50.391] [mlr3] Finished benchmark
## INFO [11:18:50.410] [bbotk] Result of batch 708:
## INFO [11:18:50.411] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:50.411] [bbotk] 2 302 TRUE extratrees 0.5427412 0.7290486 0
## INFO [11:18:50.411] [bbotk] errors runtime_learners uhash
## INFO [11:18:50.411] [bbotk] 0 0.23 079f8b12-e101-42d8-bc59-dcb6694c13a0
## WARN [11:18:50.414] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:50.415] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:50.415] [bbotk] Proposing a randomly sampled point
## INFO [11:18:50.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:50.434] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:50.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:50.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:50.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:50.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:50.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:50.939] [mlr3] Finished benchmark
## INFO [11:18:50.966] [bbotk] Result of batch 709:
## INFO [11:18:50.967] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:50.967] [bbotk] 1 77 FALSE extratrees 0.9830955 0.6880475 0
## INFO [11:18:50.967] [bbotk] errors runtime_learners uhash
## INFO [11:18:50.967] [bbotk] 0 0.475 3318b2ae-b142-4c74-9366-e63be55cfea7
## WARN [11:18:50.973] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:50.974] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:50.974] [bbotk] Proposing a randomly sampled point
## INFO [11:18:50.992] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:51.006] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:51.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:51.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:51.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:51.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:51.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:51.163] [mlr3] Finished benchmark
## INFO [11:18:51.182] [bbotk] Result of batch 710:
## INFO [11:18:51.182] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:51.182] [bbotk] 4 346 TRUE gini 0.2484015 0.6 0
## INFO [11:18:51.182] [bbotk] errors runtime_learners uhash
## INFO [11:18:51.182] [bbotk] 0 0.132 8f371f78-0c9c-4238-8eaf-41c53130e6ce
## WARN [11:18:51.186] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:51.186] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:51.187] [bbotk] Proposing a randomly sampled point
## INFO [11:18:51.196] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:51.205] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:51.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:51.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:51.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:51.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:51.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:51.534] [mlr3] Finished benchmark
## INFO [11:18:51.558] [bbotk] Result of batch 711:
## INFO [11:18:51.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:51.559] [bbotk] 4 292 FALSE gini 0.6787268 0.7296521 0
## INFO [11:18:51.559] [bbotk] errors runtime_learners uhash
## INFO [11:18:51.559] [bbotk] 0 0.302 ff560daa-35e6-43cd-bf73-35bf8e5119a6
## WARN [11:18:51.565] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:51.565] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:51.566] [bbotk] Proposing a randomly sampled point
## INFO [11:18:51.584] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:51.603] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:51.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:51.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:51.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:51.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:51.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:51.771] [mlr3] Finished benchmark
## INFO [11:18:51.790] [bbotk] Result of batch 712:
## INFO [11:18:51.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:51.791] [bbotk] 3 237 TRUE gini 0.1472218 0.4 0
## INFO [11:18:51.791] [bbotk] errors runtime_learners uhash
## INFO [11:18:51.791] [bbotk] 0 0.136 b12f2eba-8643-4955-b1fc-6b1a1da53d81
## WARN [11:18:51.794] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:51.794] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:51.795] [bbotk] Proposing a randomly sampled point
## INFO [11:18:51.803] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:51.813] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:51.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:51.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:51.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:51.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:51.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:51.982] [mlr3] Finished benchmark
## INFO [11:18:52.000] [bbotk] Result of batch 713:
## INFO [11:18:52.001] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:52.001] [bbotk] 2 497 FALSE extratrees 0.4248384 0.4 0
## INFO [11:18:52.001] [bbotk] errors runtime_learners uhash
## INFO [11:18:52.001] [bbotk] 0 0.143 a8218731-9e42-481a-b124-394f7c796eb8
## WARN [11:18:52.016] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:52.017] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:52.017] [bbotk] Proposing a randomly sampled point
## INFO [11:18:52.033] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:52.051] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:52.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:52.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:52.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:52.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:52.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:52.249] [mlr3] Finished benchmark
## INFO [11:18:52.267] [bbotk] Result of batch 714:
## INFO [11:18:52.268] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:52.268] [bbotk] 5 453 FALSE gini 0.3580158 0.6 0
## INFO [11:18:52.268] [bbotk] errors runtime_learners uhash
## INFO [11:18:52.268] [bbotk] 0 0.157 04b661ba-c948-4c44-8e50-223e3f749ddb
## WARN [11:18:52.272] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:52.272] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:52.272] [bbotk] Proposing a randomly sampled point
## INFO [11:18:52.281] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:52.291] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:52.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:52.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:52.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:52.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:52.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:52.872] [mlr3] Finished benchmark
## INFO [11:18:52.891] [bbotk] Result of batch 715:
## INFO [11:18:52.892] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:52.892] [bbotk] 3 93 TRUE extratrees 0.911232 0.6841042 0
## INFO [11:18:52.892] [bbotk] errors runtime_learners uhash
## INFO [11:18:52.892] [bbotk] 0 0.551 f4b06e3b-9221-4eee-9b1f-df367416cd47
## WARN [11:18:52.895] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:52.896] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:52.896] [bbotk] Proposing a randomly sampled point
## INFO [11:18:52.918] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:52.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:52.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:52.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:53.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:53.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:53.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:53.122] [mlr3] Finished benchmark
## INFO [11:18:53.142] [bbotk] Result of batch 716:
## INFO [11:18:53.143] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:53.143] [bbotk] 4 500 TRUE gini 0.3012765 0.6 0
## INFO [11:18:53.143] [bbotk] errors runtime_learners uhash
## INFO [11:18:53.143] [bbotk] 0 0.147 88535938-dadb-4683-a39e-0d6b4347d0c3
## WARN [11:18:53.146] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:53.147] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:53.147] [bbotk] Proposing a randomly sampled point
## INFO [11:18:53.156] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:53.165] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:53.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:53.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:53.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:53.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:53.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:53.389] [mlr3] Finished benchmark
## INFO [11:18:53.407] [bbotk] Result of batch 717:
## INFO [11:18:53.408] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:53.408] [bbotk] 4 438 TRUE gini 0.5897933 0.6532537 0
## INFO [11:18:53.408] [bbotk] errors runtime_learners uhash
## INFO [11:18:53.408] [bbotk] 0 0.196 ee59e0b8-eef8-4a78-8352-6d104b91d5c9
## WARN [11:18:53.412] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:53.412] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:53.412] [bbotk] Proposing a randomly sampled point
## INFO [11:18:53.421] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:53.431] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:53.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:53.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:53.584] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:53.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:53.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:53.796] [mlr3] Finished benchmark
## INFO [11:18:53.823] [bbotk] Result of batch 718:
## INFO [11:18:53.824] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:53.824] [bbotk] 4 267 TRUE gini 0.661729 0.6989753 0
## INFO [11:18:53.824] [bbotk] errors runtime_learners uhash
## INFO [11:18:53.824] [bbotk] 0 0.328 c6f24bb8-d51c-4756-b71d-3ea8671c3cc3
## WARN [11:18:53.829] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:53.830] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:53.830] [bbotk] Proposing a randomly sampled point
## INFO [11:18:53.842] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:53.851] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:53.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:53.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:53.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:53.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:54.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:54.058] [mlr3] Finished benchmark
## INFO [11:18:54.076] [bbotk] Result of batch 719:
## INFO [11:18:54.077] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:54.077] [bbotk] 2 316 FALSE extratrees 0.3694375 0.7020379 0
## INFO [11:18:54.077] [bbotk] errors runtime_learners uhash
## INFO [11:18:54.077] [bbotk] 0 0.183 57c296d3-ca97-4331-b613-c522f7058172
## WARN [11:18:54.080] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:54.081] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:54.081] [bbotk] Proposing a randomly sampled point
## INFO [11:18:54.090] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:54.100] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:54.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:54.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:54.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:54.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:54.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:54.452] [mlr3] Finished benchmark
## INFO [11:18:54.479] [bbotk] Result of batch 720:
## INFO [11:18:54.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:54.480] [bbotk] 4 58 FALSE extratrees 0.2039364 0.693689 0
## INFO [11:18:54.480] [bbotk] errors runtime_learners uhash
## INFO [11:18:54.480] [bbotk] 0 0.303 c918fc4a-2846-4eba-b4d0-a3c102b7946d
## WARN [11:18:54.486] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:54.487] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:54.487] [bbotk] Proposing a randomly sampled point
## INFO [11:18:54.504] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:54.518] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:54.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:54.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:54.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:55.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:55.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:55.491] [mlr3] Finished benchmark
## INFO [11:18:55.510] [bbotk] Result of batch 721:
## INFO [11:18:55.511] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:55.511] [bbotk] 4 17 FALSE extratrees 0.9864261 0.7869077 0
## INFO [11:18:55.511] [bbotk] errors runtime_learners uhash
## INFO [11:18:55.511] [bbotk] 0 0.946 2675a1a7-94b6-478c-8992-09d2a1aefa5b
## WARN [11:18:55.515] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:55.515] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:55.515] [bbotk] Proposing a randomly sampled point
## INFO [11:18:55.524] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:55.534] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:55.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:55.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:55.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:55.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:56.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:56.113] [mlr3] Finished benchmark
## INFO [11:18:56.131] [bbotk] Result of batch 722:
## INFO [11:18:56.132] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:56.132] [bbotk] 1 194 FALSE extratrees 0.59826 0.7231546 0
## INFO [11:18:56.132] [bbotk] errors runtime_learners uhash
## INFO [11:18:56.132] [bbotk] 0 0.554 bfd065cb-7d53-4d74-9f8c-152e5feac027
## WARN [11:18:56.135] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:56.136] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:56.136] [bbotk] Proposing a randomly sampled point
## INFO [11:18:56.144] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:56.153] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:56.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:56.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:56.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:56.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:56.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:56.401] [mlr3] Finished benchmark
## INFO [11:18:56.419] [bbotk] Result of batch 723:
## INFO [11:18:56.420] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:56.420] [bbotk] 1 328 FALSE gini 0.8147657 0.6919127 0
## INFO [11:18:56.420] [bbotk] errors runtime_learners uhash
## INFO [11:18:56.420] [bbotk] 0 0.22 512944c4-1910-4ee6-a5d2-376a2369f44c
## WARN [11:18:56.423] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:56.424] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:56.424] [bbotk] Proposing a randomly sampled point
## INFO [11:18:56.433] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:56.442] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:56.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:56.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:56.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:56.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:56.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:56.621] [mlr3] Finished benchmark
## INFO [11:18:56.652] [bbotk] Result of batch 724:
## INFO [11:18:56.652] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:56.652] [bbotk] 1 376 FALSE extratrees 0.2388735 0.6 0
## INFO [11:18:56.652] [bbotk] errors runtime_learners uhash
## INFO [11:18:56.652] [bbotk] 0 0.152 bded5403-122f-4c02-8ab9-468d21e67ade
## WARN [11:18:56.656] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:56.656] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:56.656] [bbotk] Proposing a randomly sampled point
## INFO [11:18:56.665] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:56.674] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:56.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:56.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:56.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:56.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:57.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:57.157] [mlr3] Finished benchmark
## INFO [11:18:57.175] [bbotk] Result of batch 725:
## INFO [11:18:57.176] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:57.176] [bbotk] 2 64 FALSE gini 0.9367955 0.7406061 0
## INFO [11:18:57.176] [bbotk] errors runtime_learners uhash
## INFO [11:18:57.176] [bbotk] 0 0.457 b5aac690-d62b-4e03-9501-85d4fa359c2f
## WARN [11:18:57.179] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:57.180] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:57.180] [bbotk] Proposing a randomly sampled point
## INFO [11:18:57.189] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:57.198] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:57.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:57.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:57.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:57.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:57.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:57.352] [mlr3] Finished benchmark
## INFO [11:18:57.369] [bbotk] Result of batch 726:
## INFO [11:18:57.370] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:57.370] [bbotk] 1 497 TRUE extratrees 0.5394963 0.6 0
## INFO [11:18:57.370] [bbotk] errors runtime_learners uhash
## INFO [11:18:57.370] [bbotk] 0 0.128 3dbe1da1-11a7-4177-9378-906160ebfb26
## WARN [11:18:57.374] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:57.374] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:57.374] [bbotk] Proposing a randomly sampled point
## INFO [11:18:57.383] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:57.404] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:57.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:57.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:57.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:57.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:57.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:57.667] [mlr3] Finished benchmark
## INFO [11:18:57.684] [bbotk] Result of batch 727:
## INFO [11:18:57.685] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:57.685] [bbotk] 3 110 FALSE extratrees 0.214306 0.7343314 0
## INFO [11:18:57.685] [bbotk] errors runtime_learners uhash
## INFO [11:18:57.685] [bbotk] 0 0.236 94080cad-d5d9-4475-8bb6-2e6142f45fe2
## WARN [11:18:57.689] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:57.689] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:57.690] [bbotk] Proposing a randomly sampled point
## INFO [11:18:57.698] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:57.707] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:57.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:57.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:57.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:57.851] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:57.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:57.944] [mlr3] Finished benchmark
## INFO [11:18:57.962] [bbotk] Result of batch 728:
## INFO [11:18:57.962] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:57.962] [bbotk] 5 246 FALSE extratrees 0.3379531 0.7050139 0
## INFO [11:18:57.962] [bbotk] errors runtime_learners uhash
## INFO [11:18:57.962] [bbotk] 0 0.211 8974f8bf-b538-4a56-856f-2b7c6088123d
## WARN [11:18:57.966] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:57.966] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:57.966] [bbotk] Proposing a randomly sampled point
## INFO [11:18:57.975] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:57.984] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:57.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:58.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:58.245] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:58.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:58.520] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:58.651] [mlr3] Finished benchmark
## INFO [11:18:58.669] [bbotk] Result of batch 729:
## INFO [11:18:58.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:58.670] [bbotk] 4 33 TRUE gini 0.7200493 0.7686238 0
## INFO [11:18:58.670] [bbotk] errors runtime_learners uhash
## INFO [11:18:58.670] [bbotk] 0 0.638 d0d35a08-de51-4115-b1e7-268880995c90
## WARN [11:18:58.673] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:58.674] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:58.674] [bbotk] Proposing a randomly sampled point
## INFO [11:18:58.683] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:58.692] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:58.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:58.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:58.760] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:58.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:58.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:58.857] [mlr3] Finished benchmark
## INFO [11:18:58.875] [bbotk] Result of batch 730:
## INFO [11:18:58.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:58.876] [bbotk] 4 471 FALSE gini 0.4261921 0.6 0
## INFO [11:18:58.876] [bbotk] errors runtime_learners uhash
## INFO [11:18:58.876] [bbotk] 0 0.14 f9840181-b2b4-40b2-8c7b-2dc99a7b9494
## WARN [11:18:58.879] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:58.879] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:58.880] [bbotk] Proposing a randomly sampled point
## INFO [11:18:58.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:58.898] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:58.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:58.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:59.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:59.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:59.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:59.200] [mlr3] Finished benchmark
## INFO [11:18:59.218] [bbotk] Result of batch 731:
## INFO [11:18:59.219] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:59.219] [bbotk] 3 246 FALSE extratrees 0.5974468 0.7172748 0
## INFO [11:18:59.219] [bbotk] errors runtime_learners uhash
## INFO [11:18:59.219] [bbotk] 0 0.279 d215684b-e82b-4b80-8930-2792d0042c92
## WARN [11:18:59.223] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:59.223] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:59.223] [bbotk] Proposing a randomly sampled point
## INFO [11:18:59.243] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:59.253] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:59.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:59.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:59.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:59.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:59.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:59.457] [mlr3] Finished benchmark
## INFO [11:18:59.475] [bbotk] Result of batch 732:
## INFO [11:18:59.476] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:59.476] [bbotk] 2 482 FALSE gini 0.5639748 0.6515058 0
## INFO [11:18:59.476] [bbotk] errors runtime_learners uhash
## INFO [11:18:59.476] [bbotk] 0 0.179 bb298f48-31f1-4ccc-985d-23be205f5f2b
## WARN [11:18:59.479] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:59.479] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:59.480] [bbotk] Proposing a randomly sampled point
## INFO [11:18:59.488] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:59.497] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:59.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:59.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:18:59.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:18:59.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:18:59.769] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:18:59.836] [mlr3] Finished benchmark
## INFO [11:18:59.854] [bbotk] Result of batch 733:
## INFO [11:18:59.855] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:18:59.855] [bbotk] 1 188 TRUE extratrees 0.6726854 0.7121672 0
## INFO [11:18:59.855] [bbotk] errors runtime_learners uhash
## INFO [11:18:59.855] [bbotk] 0 0.315 f19d9970-2083-4463-88b7-a0c4ad026fd4
## WARN [11:18:59.858] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:18:59.859] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:18:59.859] [bbotk] Proposing a randomly sampled point
## INFO [11:18:59.868] [bbotk] Evaluating 1 configuration(s)
## INFO [11:18:59.877] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:18:59.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:18:59.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:00.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:00.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:00.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:00.232] [mlr3] Finished benchmark
## INFO [11:19:00.250] [bbotk] Result of batch 734:
## INFO [11:19:00.251] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:00.251] [bbotk] 1 106 FALSE extratrees 0.4668645 0.7046203 0
## INFO [11:19:00.251] [bbotk] errors runtime_learners uhash
## INFO [11:19:00.251] [bbotk] 0 0.317 9e0fb1e0-ef58-43d0-8ed1-3b8590382c23
## WARN [11:19:00.254] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:00.254] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:00.254] [bbotk] Proposing a randomly sampled point
## INFO [11:19:00.263] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:00.272] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:00.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:00.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:00.337] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:00.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:00.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:00.428] [mlr3] Finished benchmark
## INFO [11:19:00.446] [bbotk] Result of batch 735:
## INFO [11:19:00.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:00.447] [bbotk] 2 426 TRUE extratrees 0.1772669 0.6 0
## INFO [11:19:00.447] [bbotk] errors runtime_learners uhash
## INFO [11:19:00.447] [bbotk] 0 0.131 b946c454-1066-4337-bce0-95b0edf3e8bd
## WARN [11:19:00.450] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:00.451] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:00.451] [bbotk] Proposing a randomly sampled point
## INFO [11:19:00.460] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:00.469] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:00.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:00.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:00.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:00.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:00.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:00.678] [mlr3] Finished benchmark
## INFO [11:19:00.696] [bbotk] Result of batch 736:
## INFO [11:19:00.697] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:00.697] [bbotk] 1 401 FALSE gini 0.4745014 0.6647814 0
## INFO [11:19:00.697] [bbotk] errors runtime_learners uhash
## INFO [11:19:00.697] [bbotk] 0 0.17 67b3d1ce-f5f1-483e-969d-97ba868ad79c
## WARN [11:19:00.701] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:00.701] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:00.701] [bbotk] Proposing a randomly sampled point
## INFO [11:19:00.710] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:00.719] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:00.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:00.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:00.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:00.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:00.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:01.028] [mlr3] Finished benchmark
## INFO [11:19:01.046] [bbotk] Result of batch 737:
## INFO [11:19:01.047] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:01.047] [bbotk] 3 230 FALSE gini 0.5788061 0.7049388 0
## INFO [11:19:01.047] [bbotk] errors runtime_learners uhash
## INFO [11:19:01.047] [bbotk] 0 0.285 06aeb589-93d0-40eb-89e2-1c691d1113e5
## WARN [11:19:01.050] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:01.051] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:01.051] [bbotk] Proposing a randomly sampled point
## INFO [11:19:01.059] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:01.069] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:01.071] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:01.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:01.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:01.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:01.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:01.276] [mlr3] Finished benchmark
## INFO [11:19:01.295] [bbotk] Result of batch 738:
## INFO [11:19:01.295] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:01.295] [bbotk] 1 417 TRUE gini 0.651024 0.6627612 0
## INFO [11:19:01.295] [bbotk] errors runtime_learners uhash
## INFO [11:19:01.295] [bbotk] 0 0.182 98f0a5be-9164-44e7-bfa2-c482620a9f0d
## WARN [11:19:01.299] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:01.299] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:01.299] [bbotk] Proposing a randomly sampled point
## INFO [11:19:01.308] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:01.328] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:01.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:01.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:01.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:01.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:01.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:01.696] [mlr3] Finished benchmark
## INFO [11:19:01.713] [bbotk] Result of batch 739:
## INFO [11:19:01.714] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:01.714] [bbotk] 5 85 FALSE gini 0.2915283 0.7026704 0
## INFO [11:19:01.714] [bbotk] errors runtime_learners uhash
## INFO [11:19:01.714] [bbotk] 0 0.339 7c2b6797-8e11-4519-ac03-ffb9bce39fae
## WARN [11:19:01.718] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:01.718] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:01.718] [bbotk] Proposing a randomly sampled point
## INFO [11:19:01.727] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:01.736] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:01.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:01.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:01.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:01.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:01.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:01.939] [mlr3] Finished benchmark
## INFO [11:19:01.957] [bbotk] Result of batch 740:
## INFO [11:19:01.958] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:01.958] [bbotk] 2 180 TRUE gini 0.3052142 0.6667606 0
## INFO [11:19:01.958] [bbotk] errors runtime_learners uhash
## INFO [11:19:01.958] [bbotk] 0 0.177 789ce4d8-4231-4eaa-a657-d54a61edefaa
## WARN [11:19:01.962] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:01.962] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:01.963] [bbotk] Proposing a randomly sampled point
## INFO [11:19:01.971] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:01.980] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:01.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:02.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:02.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:02.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:02.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:02.266] [mlr3] Finished benchmark
## INFO [11:19:02.283] [bbotk] Result of batch 741:
## INFO [11:19:02.284] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:02.284] [bbotk] 3 384 TRUE gini 0.7435895 0.68946 0
## INFO [11:19:02.284] [bbotk] errors runtime_learners uhash
## INFO [11:19:02.284] [bbotk] 0 0.26 923d7d63-a529-41ac-ad17-b60fd6bdce50
## WARN [11:19:02.288] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:02.288] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:02.288] [bbotk] Proposing a randomly sampled point
## INFO [11:19:02.297] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:02.306] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:02.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:02.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:02.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:02.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:02.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:02.469] [mlr3] Finished benchmark
## INFO [11:19:02.487] [bbotk] Result of batch 742:
## INFO [11:19:02.488] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:02.488] [bbotk] 3 459 FALSE extratrees 0.4648456 0.4 0
## INFO [11:19:02.488] [bbotk] errors runtime_learners uhash
## INFO [11:19:02.488] [bbotk] 0 0.14 f3547980-fd29-4ac9-a2b8-d4f1b95b947c
## WARN [11:19:02.492] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:02.492] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:02.493] [bbotk] Proposing a randomly sampled point
## INFO [11:19:02.501] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:02.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:02.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:02.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:02.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:02.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:02.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:02.750] [mlr3] Finished benchmark
## INFO [11:19:02.779] [bbotk] Result of batch 743:
## INFO [11:19:02.780] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:02.780] [bbotk] 1 232 TRUE extratrees 0.3931704 0.7345072 0
## INFO [11:19:02.780] [bbotk] errors runtime_learners uhash
## INFO [11:19:02.780] [bbotk] 0 0.213 b905402a-fa94-4b73-aaf6-030da9bf9bc6
## WARN [11:19:02.784] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:02.784] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:02.784] [bbotk] Proposing a randomly sampled point
## INFO [11:19:02.793] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:02.802] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:02.804] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:02.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:02.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:02.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:02.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:03.041] [mlr3] Finished benchmark
## INFO [11:19:03.059] [bbotk] Result of batch 744:
## INFO [11:19:03.060] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:03.060] [bbotk] 4 174 TRUE gini 0.3169754 0.6821833 0
## INFO [11:19:03.060] [bbotk] errors runtime_learners uhash
## INFO [11:19:03.060] [bbotk] 0 0.212 b5fab37c-1d85-4417-8537-2551f85c631a
## WARN [11:19:03.063] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:03.064] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:03.064] [bbotk] Proposing a randomly sampled point
## INFO [11:19:03.073] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:03.082] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:03.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:03.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:03.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:03.282] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:03.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:03.415] [mlr3] Finished benchmark
## INFO [11:19:03.433] [bbotk] Result of batch 745:
## INFO [11:19:03.434] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:03.434] [bbotk] 2 80 FALSE extratrees 0.3319563 0.6972089 0
## INFO [11:19:03.434] [bbotk] errors runtime_learners uhash
## INFO [11:19:03.434] [bbotk] 0 0.307 c5995ac4-dbfe-416a-81f8-6ae3450a7e7d
## WARN [11:19:03.437] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:03.438] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:03.438] [bbotk] Proposing a randomly sampled point
## INFO [11:19:03.447] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:03.468] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:03.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:03.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:03.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:03.573] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:03.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:03.640] [mlr3] Finished benchmark
## INFO [11:19:03.657] [bbotk] Result of batch 746:
## INFO [11:19:03.658] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:03.658] [bbotk] 5 376 FALSE gini 0.3338509 0.6 0
## INFO [11:19:03.658] [bbotk] errors runtime_learners uhash
## INFO [11:19:03.658] [bbotk] 0 0.145 53afd508-8297-4a55-aef4-9349acaf964e
## WARN [11:19:03.661] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:03.662] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:03.662] [bbotk] Proposing a randomly sampled point
## INFO [11:19:03.671] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:03.679] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:03.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:03.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:03.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:04.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:04.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:04.469] [mlr3] Finished benchmark
## INFO [11:19:04.487] [bbotk] Result of batch 747:
## INFO [11:19:04.488] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:04.488] [bbotk] 5 16 FALSE gini 0.5596754 0.795575 0
## INFO [11:19:04.488] [bbotk] errors runtime_learners uhash
## INFO [11:19:04.488] [bbotk] 0 0.761 2acad01e-91ef-40e3-9445-68a140c44376
## WARN [11:19:04.491] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:04.491] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:04.492] [bbotk] Proposing a randomly sampled point
## INFO [11:19:04.500] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:04.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:04.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:04.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:04.731] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:04.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:04.940] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:05.051] [mlr3] Finished benchmark
## INFO [11:19:05.069] [bbotk] Result of batch 748:
## INFO [11:19:05.070] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:05.070] [bbotk] 4 101 FALSE gini 0.9536308 0.7418039 0
## INFO [11:19:05.070] [bbotk] errors runtime_learners uhash
## INFO [11:19:05.070] [bbotk] 0 0.515 066d105f-a01f-490f-94ad-f6e1f4ad4f8f
## WARN [11:19:05.074] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:05.074] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:05.074] [bbotk] Proposing a randomly sampled point
## INFO [11:19:05.083] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:05.092] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:05.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:05.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:05.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:05.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:05.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:05.262] [mlr3] Finished benchmark
## INFO [11:19:05.280] [bbotk] Result of batch 749:
## INFO [11:19:05.281] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:05.281] [bbotk] 1 489 FALSE extratrees 0.3664791 0.6 0
## INFO [11:19:05.281] [bbotk] errors runtime_learners uhash
## INFO [11:19:05.281] [bbotk] 0 0.142 00e325e1-7c4a-4f30-9882-1526ec4563dc
## WARN [11:19:05.284] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:05.285] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:05.285] [bbotk] Proposing a randomly sampled point
## INFO [11:19:05.294] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:05.303] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:05.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:05.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:05.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:05.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:05.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:05.757] [mlr3] Finished benchmark
## INFO [11:19:05.775] [bbotk] Result of batch 750:
## INFO [11:19:05.776] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:05.776] [bbotk] 4 126 FALSE extratrees 0.6575943 0.6920361 0
## INFO [11:19:05.776] [bbotk] errors runtime_learners uhash
## INFO [11:19:05.776] [bbotk] 0 0.415 0042eea4-cf06-4d2d-991f-12530f5a629d
## WARN [11:19:05.779] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:05.779] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:05.780] [bbotk] Proposing a randomly sampled point
## INFO [11:19:05.788] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:05.797] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:05.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:05.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:05.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:06.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:06.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:06.162] [mlr3] Finished benchmark
## INFO [11:19:06.180] [bbotk] Result of batch 751:
## INFO [11:19:06.181] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:06.181] [bbotk] 2 258 TRUE gini 0.9931623 0.6972926 0
## INFO [11:19:06.181] [bbotk] errors runtime_learners uhash
## INFO [11:19:06.181] [bbotk] 0 0.338 45ada008-7b99-4d92-8e43-f509557a64bd
## WARN [11:19:06.184] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:06.185] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:06.185] [bbotk] Proposing a randomly sampled point
## INFO [11:19:06.194] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:06.203] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:06.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:06.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:06.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:06.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:06.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:06.363] [mlr3] Finished benchmark
## INFO [11:19:06.381] [bbotk] Result of batch 752:
## INFO [11:19:06.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:06.382] [bbotk] 5 485 FALSE gini 0.522722 0.6 0
## INFO [11:19:06.382] [bbotk] errors runtime_learners uhash
## INFO [11:19:06.382] [bbotk] 0 0.135 28e05282-0e91-4816-bbb9-138ea6027957
## WARN [11:19:06.397] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:06.398] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:06.399] [bbotk] Proposing a randomly sampled point
## INFO [11:19:06.407] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:06.416] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:06.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:06.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:06.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:06.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:06.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:06.573] [mlr3] Finished benchmark
## INFO [11:19:06.591] [bbotk] Result of batch 753:
## INFO [11:19:06.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:06.592] [bbotk] 3 376 TRUE gini 0.1884099 0.4 0
## INFO [11:19:06.592] [bbotk] errors runtime_learners uhash
## INFO [11:19:06.592] [bbotk] 0 0.13 2b2c95ed-4e5f-4d85-a04c-a0d224fbf048
## WARN [11:19:06.595] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:06.596] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:06.596] [bbotk] Proposing a randomly sampled point
## INFO [11:19:06.605] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:06.614] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:06.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:06.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:06.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:06.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:06.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:06.800] [mlr3] Finished benchmark
## INFO [11:19:06.818] [bbotk] Result of batch 754:
## INFO [11:19:06.819] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:06.819] [bbotk] 3 499 FALSE extratrees 0.1304829 0.6 0
## INFO [11:19:06.819] [bbotk] errors runtime_learners uhash
## INFO [11:19:06.819] [bbotk] 0 0.16 0a481cef-9043-486d-8e7c-bfb8bfef23af
## WARN [11:19:06.823] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:06.823] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:06.823] [bbotk] Proposing a randomly sampled point
## INFO [11:19:06.832] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:06.852] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:06.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:06.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:07.054] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:07.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:07.258] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:07.358] [mlr3] Finished benchmark
## INFO [11:19:07.376] [bbotk] Result of batch 755:
## INFO [11:19:07.377] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:07.377] [bbotk] 2 85 FALSE extratrees 0.9066356 0.6863428 0
## INFO [11:19:07.377] [bbotk] errors runtime_learners uhash
## INFO [11:19:07.377] [bbotk] 0 0.477 ec6dce70-b96d-4361-a55d-6573992b52ce
## WARN [11:19:07.380] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:07.381] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:07.381] [bbotk] Proposing a randomly sampled point
## INFO [11:19:07.390] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:07.399] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:07.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:07.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:07.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:07.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:07.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:07.811] [mlr3] Finished benchmark
## INFO [11:19:07.831] [bbotk] Result of batch 756:
## INFO [11:19:07.832] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:07.832] [bbotk] 4 285 TRUE gini 0.989652 0.7068101 0
## INFO [11:19:07.832] [bbotk] errors runtime_learners uhash
## INFO [11:19:07.832] [bbotk] 0 0.386 18863def-ea64-4dbf-9c8a-80b8fa3622d3
## WARN [11:19:07.836] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:07.836] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:07.836] [bbotk] Proposing a randomly sampled point
## INFO [11:19:07.845] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:07.854] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:07.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:07.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:08.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:08.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:08.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:08.360] [mlr3] Finished benchmark
## INFO [11:19:08.378] [bbotk] Result of batch 757:
## INFO [11:19:08.379] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:08.379] [bbotk] 5 158 TRUE gini 0.7616254 0.7141464 0
## INFO [11:19:08.379] [bbotk] errors runtime_learners uhash
## INFO [11:19:08.379] [bbotk] 0 0.464 6d036468-6879-49f4-b7f1-d85f9318bed6
## WARN [11:19:08.382] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:08.383] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:08.383] [bbotk] Proposing a randomly sampled point
## INFO [11:19:08.391] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:08.400] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:08.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:08.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:08.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:08.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:08.602] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:08.651] [mlr3] Finished benchmark
## INFO [11:19:08.669] [bbotk] Result of batch 758:
## INFO [11:19:08.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:08.670] [bbotk] 4 470 TRUE extratrees 0.6720514 0.7252826 0
## INFO [11:19:08.670] [bbotk] errors runtime_learners uhash
## INFO [11:19:08.670] [bbotk] 0 0.224 c4a53cb7-8150-4e3b-a2cc-6516cdd47485
## WARN [11:19:08.673] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:08.674] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:08.674] [bbotk] Proposing a randomly sampled point
## INFO [11:19:08.683] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:08.692] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:08.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:08.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:08.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:08.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:09.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:09.124] [mlr3] Finished benchmark
## INFO [11:19:09.142] [bbotk] Result of batch 759:
## INFO [11:19:09.143] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:09.143] [bbotk] 3 206 TRUE extratrees 0.8373485 0.6900159 0
## INFO [11:19:09.143] [bbotk] errors runtime_learners uhash
## INFO [11:19:09.143] [bbotk] 0 0.404 7c88a889-198f-4c6e-bcc0-02d30d253c09
## WARN [11:19:09.146] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:09.146] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:09.147] [bbotk] Proposing a randomly sampled point
## INFO [11:19:09.155] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:09.164] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:09.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:09.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:09.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:09.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:09.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:09.514] [mlr3] Finished benchmark
## INFO [11:19:09.532] [bbotk] Result of batch 760:
## INFO [11:19:09.533] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:09.533] [bbotk] 4 225 TRUE gini 0.6659708 0.706959 0
## INFO [11:19:09.533] [bbotk] errors runtime_learners uhash
## INFO [11:19:09.533] [bbotk] 0 0.322 cbd585d4-3002-4f8a-b937-615ec805e751
## WARN [11:19:09.536] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:09.536] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:09.537] [bbotk] Proposing a randomly sampled point
## INFO [11:19:09.546] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:09.555] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:09.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:09.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:09.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:09.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:09.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:09.819] [mlr3] Finished benchmark
## INFO [11:19:09.849] [bbotk] Result of batch 761:
## INFO [11:19:09.850] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:09.850] [bbotk] 2 94 TRUE gini 0.2618893 0.6939053 0
## INFO [11:19:09.850] [bbotk] errors runtime_learners uhash
## INFO [11:19:09.850] [bbotk] 0 0.238 56948472-96d0-40ad-a08e-8eedb63af7af
## WARN [11:19:09.853] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:09.854] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:09.854] [bbotk] Proposing a randomly sampled point
## INFO [11:19:09.863] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:09.871] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:09.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:09.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:09.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:10.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:10.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:10.130] [mlr3] Finished benchmark
## INFO [11:19:10.149] [bbotk] Result of batch 762:
## INFO [11:19:10.150] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:10.150] [bbotk] 5 61 FALSE gini 0.1147151 0.6840524 0
## INFO [11:19:10.150] [bbotk] errors runtime_learners uhash
## INFO [11:19:10.150] [bbotk] 0 0.233 8eeb62e5-9a8e-4a28-8ea2-2a698d1cd05d
## WARN [11:19:10.153] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:10.154] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:10.154] [bbotk] Proposing a randomly sampled point
## INFO [11:19:10.162] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:10.172] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:10.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:10.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:10.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:10.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:10.439] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:10.505] [mlr3] Finished benchmark
## INFO [11:19:10.524] [bbotk] Result of batch 763:
## INFO [11:19:10.524] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:10.524] [bbotk] 3 217 TRUE gini 0.6581634 0.6990966 0
## INFO [11:19:10.524] [bbotk] errors runtime_learners uhash
## INFO [11:19:10.524] [bbotk] 0 0.307 64f76af6-343d-4d1d-bfbb-dc8e155f5377
## WARN [11:19:10.528] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:10.528] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:10.529] [bbotk] Proposing a randomly sampled point
## INFO [11:19:10.549] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:10.558] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:10.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:10.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:10.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:10.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:10.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:10.715] [mlr3] Finished benchmark
## INFO [11:19:10.733] [bbotk] Result of batch 764:
## INFO [11:19:10.734] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:10.734] [bbotk] 3 241 TRUE gini 0.2087534 0.6 0
## INFO [11:19:10.734] [bbotk] errors runtime_learners uhash
## INFO [11:19:10.734] [bbotk] 0 0.132 a903e9ef-0ff0-4fc5-84be-25e55eadd1c0
## WARN [11:19:10.737] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:10.738] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:10.738] [bbotk] Proposing a randomly sampled point
## INFO [11:19:10.747] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:10.756] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:10.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:10.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:10.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:11.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:11.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:11.247] [mlr3] Finished benchmark
## INFO [11:19:11.266] [bbotk] Result of batch 765:
## INFO [11:19:11.267] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:11.267] [bbotk] 3 142 FALSE extratrees 0.9888144 0.6823024 0
## INFO [11:19:11.267] [bbotk] errors runtime_learners uhash
## INFO [11:19:11.267] [bbotk] 0 0.464 0a6aa7df-3ec1-4fd5-9406-2bd70a87a53c
## WARN [11:19:11.270] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:11.271] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:11.271] [bbotk] Proposing a randomly sampled point
## INFO [11:19:11.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:11.301] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:11.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:11.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:11.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:11.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:11.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:11.461] [mlr3] Finished benchmark
## INFO [11:19:11.479] [bbotk] Result of batch 766:
## INFO [11:19:11.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:11.480] [bbotk] 5 282 TRUE extratrees 0.1202376 0.6 0
## INFO [11:19:11.480] [bbotk] errors runtime_learners uhash
## INFO [11:19:11.480] [bbotk] 0 0.132 6ae73425-9097-47d0-a74d-2589ebe46adc
## WARN [11:19:11.483] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:11.483] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:11.484] [bbotk] Proposing a randomly sampled point
## INFO [11:19:11.492] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:11.501] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:11.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:11.535] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:11.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:11.597] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:11.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:11.659] [mlr3] Finished benchmark
## INFO [11:19:11.677] [bbotk] Result of batch 767:
## INFO [11:19:11.678] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:11.678] [bbotk] 3 237 TRUE extratrees 0.168574 0.4 0
## INFO [11:19:11.678] [bbotk] errors runtime_learners uhash
## INFO [11:19:11.678] [bbotk] 0 0.131 bbb0b1be-36ad-4a35-92c5-9d4145470d50
## WARN [11:19:11.681] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:11.682] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:11.682] [bbotk] Proposing a randomly sampled point
## INFO [11:19:11.691] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:11.700] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:11.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:11.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:11.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:11.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:11.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:11.998] [mlr3] Finished benchmark
## INFO [11:19:12.017] [bbotk] Result of batch 768:
## INFO [11:19:12.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:12.018] [bbotk] 4 276 TRUE gini 0.5634022 0.6969551 0
## INFO [11:19:12.018] [bbotk] errors runtime_learners uhash
## INFO [11:19:12.018] [bbotk] 0 0.26 be01043b-c0e2-4195-9596-5bb618681bd5
## WARN [11:19:12.021] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:12.021] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:12.022] [bbotk] Proposing a randomly sampled point
## INFO [11:19:12.030] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:12.039] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:12.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:12.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:12.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:12.186] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:12.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:12.282] [mlr3] Finished benchmark
## INFO [11:19:12.301] [bbotk] Result of batch 769:
## INFO [11:19:12.302] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:12.302] [bbotk] 2 388 FALSE gini 0.7525682 0.6973224 0
## INFO [11:19:12.302] [bbotk] errors runtime_learners uhash
## INFO [11:19:12.302] [bbotk] 0 0.215 345029c4-7e63-4643-9cc4-228515b77676
## WARN [11:19:12.305] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:12.306] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:12.306] [bbotk] Proposing a randomly sampled point
## INFO [11:19:12.315] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:12.324] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:12.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:12.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:12.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:12.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:12.489] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:12.524] [mlr3] Finished benchmark
## INFO [11:19:12.546] [bbotk] Result of batch 770:
## INFO [11:19:12.547] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:12.547] [bbotk] 1 488 TRUE extratrees 0.4716594 0.6 0
## INFO [11:19:12.547] [bbotk] errors runtime_learners uhash
## INFO [11:19:12.547] [bbotk] 0 0.129 3719e8ee-c8f9-4e1d-aab2-3941158c09f6
## WARN [11:19:12.551] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:12.551] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:12.551] [bbotk] Proposing a randomly sampled point
## INFO [11:19:12.560] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:12.569] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:12.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:12.606] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:12.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:12.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:12.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:12.744] [mlr3] Finished benchmark
## INFO [11:19:12.763] [bbotk] Result of batch 771:
## INFO [11:19:12.764] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:12.764] [bbotk] 3 304 FALSE gini 0.2768219 0.6 0
## INFO [11:19:12.764] [bbotk] errors runtime_learners uhash
## INFO [11:19:12.764] [bbotk] 0 0.15 b9cb7819-77b3-4478-8ddc-25346ee1e090
## WARN [11:19:12.767] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:12.768] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:12.768] [bbotk] Proposing a randomly sampled point
## INFO [11:19:12.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:12.786] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:12.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:12.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:12.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:12.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:12.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:13.012] [mlr3] Finished benchmark
## INFO [11:19:13.030] [bbotk] Result of batch 772:
## INFO [11:19:13.031] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:13.031] [bbotk] 1 164 TRUE gini 0.3284226 0.6823995 0
## INFO [11:19:13.031] [bbotk] errors runtime_learners uhash
## INFO [11:19:13.031] [bbotk] 0 0.2 1564765b-fd44-4423-a947-72017f6cd2f8
## WARN [11:19:13.034] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:13.034] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:13.035] [bbotk] Proposing a randomly sampled point
## INFO [11:19:13.043] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:13.071] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:13.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:13.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:13.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:13.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:13.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:13.369] [mlr3] Finished benchmark
## INFO [11:19:13.387] [bbotk] Result of batch 773:
## INFO [11:19:13.388] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:13.388] [bbotk] 1 461 TRUE extratrees 0.8798215 0.7403062 0
## INFO [11:19:13.388] [bbotk] errors runtime_learners uhash
## INFO [11:19:13.388] [bbotk] 0 0.267 45be3cd1-9859-40fc-bfbd-674f1dd70b8e
## WARN [11:19:13.392] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:13.392] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:13.393] [bbotk] Proposing a randomly sampled point
## INFO [11:19:13.401] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:13.411] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:13.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:13.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:13.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:13.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:13.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:13.775] [mlr3] Finished benchmark
## INFO [11:19:13.794] [bbotk] Result of batch 774:
## INFO [11:19:13.795] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:13.795] [bbotk] 5 483 TRUE extratrees 0.9654251 0.7268816 0
## INFO [11:19:13.795] [bbotk] errors runtime_learners uhash
## INFO [11:19:13.795] [bbotk] 0 0.332 22cf89a2-23d8-431a-a358-1660fa29c38c
## WARN [11:19:13.799] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:13.799] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:13.799] [bbotk] Proposing a randomly sampled point
## INFO [11:19:13.808] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:13.818] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:13.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:13.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:13.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:13.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:14.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:14.087] [mlr3] Finished benchmark
## INFO [11:19:14.106] [bbotk] Result of batch 775:
## INFO [11:19:14.107] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:14.107] [bbotk] 5 426 FALSE gini 0.6082281 0.6593143 0
## INFO [11:19:14.107] [bbotk] errors runtime_learners uhash
## INFO [11:19:14.107] [bbotk] 0 0.236 f7b660cc-b04f-4210-a418-885a4d337474
## WARN [11:19:14.110] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:14.111] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:14.111] [bbotk] Proposing a randomly sampled point
## INFO [11:19:14.120] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:14.130] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:14.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:14.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:14.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:14.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:14.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:14.707] [mlr3] Finished benchmark
## INFO [11:19:14.726] [bbotk] Result of batch 776:
## INFO [11:19:14.727] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:14.727] [bbotk] 3 59 TRUE gini 0.8223213 0.7406061 0
## INFO [11:19:14.727] [bbotk] errors runtime_learners uhash
## INFO [11:19:14.727] [bbotk] 0 0.546 43139e4e-cdbc-4a07-b486-777db2bba75b
## WARN [11:19:14.731] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:14.731] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:14.732] [bbotk] Proposing a randomly sampled point
## INFO [11:19:14.741] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:14.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:14.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:14.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:14.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:14.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:14.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:14.933] [mlr3] Finished benchmark
## INFO [11:19:14.952] [bbotk] Result of batch 777:
## INFO [11:19:14.965] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:14.965] [bbotk] 5 477 FALSE gini 0.3294012 0.6 0
## INFO [11:19:14.965] [bbotk] errors runtime_learners uhash
## INFO [11:19:14.965] [bbotk] 0 0.157 8eb2c793-0ea2-4928-a690-f3bc14cf807d
## WARN [11:19:14.972] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:14.973] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:14.973] [bbotk] Proposing a randomly sampled point
## INFO [11:19:14.989] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:14.999] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:15.002] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:15.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:15.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:15.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:15.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:15.197] [mlr3] Finished benchmark
## INFO [11:19:15.216] [bbotk] Result of batch 778:
## INFO [11:19:15.217] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:15.217] [bbotk] 2 153 FALSE gini 0.1046899 0.6 0
## INFO [11:19:15.217] [bbotk] errors runtime_learners uhash
## INFO [11:19:15.217] [bbotk] 0 0.169 f52b6990-ff10-414d-903f-e7727b0da5cf
## WARN [11:19:15.221] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:15.221] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:15.222] [bbotk] Proposing a randomly sampled point
## INFO [11:19:15.231] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:15.240] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:15.243] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:15.279] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:15.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:15.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:15.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:15.420] [mlr3] Finished benchmark
## INFO [11:19:15.438] [bbotk] Result of batch 779:
## INFO [11:19:15.439] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:15.439] [bbotk] 1 337 FALSE gini 0.3724961 0.6 0
## INFO [11:19:15.439] [bbotk] errors runtime_learners uhash
## INFO [11:19:15.439] [bbotk] 0 0.152 4ea44a48-f71d-44a3-a340-ed335e8d5bbe
## WARN [11:19:15.443] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:15.443] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:15.444] [bbotk] Proposing a randomly sampled point
## INFO [11:19:15.453] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:15.462] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:15.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:15.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:15.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:15.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:15.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:15.844] [mlr3] Finished benchmark
## INFO [11:19:15.863] [bbotk] Result of batch 780:
## INFO [11:19:15.864] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:15.864] [bbotk] 5 346 FALSE extratrees 0.8231812 0.7116134 0
## INFO [11:19:15.864] [bbotk] errors runtime_learners uhash
## INFO [11:19:15.864] [bbotk] 0 0.348 029cd302-5faa-4b48-9f25-0981cea442e3
## WARN [11:19:15.868] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:15.868] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:15.868] [bbotk] Proposing a randomly sampled point
## INFO [11:19:15.877] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:15.887] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:15.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:15.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:15.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:15.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:16.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:16.068] [mlr3] Finished benchmark
## INFO [11:19:16.087] [bbotk] Result of batch 781:
## INFO [11:19:16.088] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:16.088] [bbotk] 1 330 FALSE extratrees 0.3123868 0.6 0
## INFO [11:19:16.088] [bbotk] errors runtime_learners uhash
## INFO [11:19:16.088] [bbotk] 0 0.154 16889933-f6fc-4e87-9c16-b1a1be1f0d65
## WARN [11:19:16.092] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:16.093] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:16.093] [bbotk] Proposing a randomly sampled point
## INFO [11:19:16.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:16.111] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:16.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:16.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:16.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:16.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:16.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:16.522] [mlr3] Finished benchmark
## INFO [11:19:16.548] [bbotk] Result of batch 782:
## INFO [11:19:16.550] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:16.550] [bbotk] 5 83 FALSE extratrees 0.3449342 0.6861939 0
## INFO [11:19:16.550] [bbotk] errors runtime_learners uhash
## INFO [11:19:16.550] [bbotk] 0 0.368 6375ce20-0473-45de-9c16-0b2ac4ebe2aa
## WARN [11:19:16.553] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:16.554] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:16.554] [bbotk] Proposing a randomly sampled point
## INFO [11:19:16.563] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:16.572] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:16.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:16.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:16.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:16.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:16.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:16.847] [mlr3] Finished benchmark
## INFO [11:19:16.866] [bbotk] Result of batch 783:
## INFO [11:19:16.867] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:16.867] [bbotk] 3 424 FALSE extratrees 0.7223591 0.7288047 0
## INFO [11:19:16.867] [bbotk] errors runtime_learners uhash
## INFO [11:19:16.867] [bbotk] 0 0.247 86dc3f85-d23e-4595-90fc-5967d2539e4a
## WARN [11:19:16.871] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:16.871] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:16.871] [bbotk] Proposing a randomly sampled point
## INFO [11:19:16.881] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:16.890] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:16.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:16.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:17.035] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:17.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:17.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:17.250] [mlr3] Finished benchmark
## INFO [11:19:17.270] [bbotk] Result of batch 784:
## INFO [11:19:17.271] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:17.271] [bbotk] 2 98 FALSE gini 0.400609 0.6975089 0
## INFO [11:19:17.271] [bbotk] errors runtime_learners uhash
## INFO [11:19:17.271] [bbotk] 0 0.335 f462738a-d005-4f71-bec1-38ebc9079f08
## WARN [11:19:17.275] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:17.275] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:17.275] [bbotk] Proposing a randomly sampled point
## INFO [11:19:17.299] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:17.316] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:17.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:17.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:17.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:17.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:17.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:17.757] [mlr3] Finished benchmark
## INFO [11:19:17.776] [bbotk] Result of batch 785:
## INFO [11:19:17.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:17.777] [bbotk] 1 66 FALSE extratrees 0.5850962 0.6863428 0
## INFO [11:19:17.777] [bbotk] errors runtime_learners uhash
## INFO [11:19:17.777] [bbotk] 0 0.408 4bc4f6d5-523c-40a8-b060-e23bb85569f0
## WARN [11:19:17.780] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:17.781] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:17.781] [bbotk] Proposing a randomly sampled point
## INFO [11:19:17.790] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:17.800] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:17.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:17.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:17.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:17.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:18.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:18.113] [mlr3] Finished benchmark
## INFO [11:19:18.132] [bbotk] Result of batch 786:
## INFO [11:19:18.133] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:18.133] [bbotk] 5 61 TRUE gini 0.1811729 0.7125232 0
## INFO [11:19:18.133] [bbotk] errors runtime_learners uhash
## INFO [11:19:18.133] [bbotk] 0 0.285 fee0e093-ad31-49ab-9921-857768e86c7d
## WARN [11:19:18.137] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:18.137] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:18.137] [bbotk] Proposing a randomly sampled point
## INFO [11:19:18.146] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:18.156] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:18.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:18.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:18.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:18.365] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:18.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:18.484] [mlr3] Finished benchmark
## INFO [11:19:18.504] [bbotk] Result of batch 787:
## INFO [11:19:18.505] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:18.505] [bbotk] 4 292 FALSE extratrees 0.583861 0.7269093 0
## INFO [11:19:18.505] [bbotk] errors runtime_learners uhash
## INFO [11:19:18.505] [bbotk] 0 0.293 09c8d756-a615-4e3e-ad12-242c5651627b
## WARN [11:19:18.509] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:18.509] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:18.509] [bbotk] Proposing a randomly sampled point
## INFO [11:19:18.518] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:18.528] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:18.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:18.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:18.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:18.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:18.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:18.693] [mlr3] Finished benchmark
## INFO [11:19:18.712] [bbotk] Result of batch 788:
## INFO [11:19:18.713] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:18.713] [bbotk] 1 332 TRUE gini 0.2502565 0.6 0
## INFO [11:19:18.713] [bbotk] errors runtime_learners uhash
## INFO [11:19:18.713] [bbotk] 0 0.138 dd59718f-4a71-4acc-bfab-a86891c5cb5d
## WARN [11:19:18.716] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:18.717] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:18.717] [bbotk] Proposing a randomly sampled point
## INFO [11:19:18.726] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:18.736] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:18.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:18.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:18.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:18.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:18.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:18.924] [mlr3] Finished benchmark
## INFO [11:19:18.950] [bbotk] Result of batch 789:
## INFO [11:19:18.951] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:18.951] [bbotk] 1 392 FALSE extratrees 0.4499577 0.4 0
## INFO [11:19:18.951] [bbotk] errors runtime_learners uhash
## INFO [11:19:18.951] [bbotk] 0 0.157 222f4517-7dee-416b-b7bf-c523733332e9
## WARN [11:19:18.955] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:18.955] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:18.955] [bbotk] Proposing a randomly sampled point
## INFO [11:19:18.964] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:18.974] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:18.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:19.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:19.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:19.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:19.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:19.291] [mlr3] Finished benchmark
## INFO [11:19:19.310] [bbotk] Result of batch 790:
## INFO [11:19:19.311] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:19.311] [bbotk] 1 198 FALSE gini 0.9444438 0.6936847 0
## INFO [11:19:19.311] [bbotk] errors runtime_learners uhash
## INFO [11:19:19.311] [bbotk] 0 0.288 5bc77fdf-97dc-4f7f-9f94-0715c79af7aa
## WARN [11:19:19.314] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:19.315] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:19.315] [bbotk] Proposing a randomly sampled point
## INFO [11:19:19.324] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:19.334] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:19.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:19.404] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:19.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:19.539] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:19.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:19.675] [mlr3] Finished benchmark
## INFO [11:19:19.694] [bbotk] Result of batch 791:
## INFO [11:19:19.695] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:19.695] [bbotk] 1 152 FALSE extratrees 0.5165315 0.7195786 0
## INFO [11:19:19.695] [bbotk] errors runtime_learners uhash
## INFO [11:19:19.695] [bbotk] 0 0.312 d61f0111-753b-42d6-bb40-c251bd5b29af
## WARN [11:19:19.699] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:19.699] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:19.700] [bbotk] Proposing a randomly sampled point
## INFO [11:19:19.728] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:19.742] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:19.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:19.795] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:19.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:19.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:19.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:19.995] [mlr3] Finished benchmark
## INFO [11:19:20.014] [bbotk] Result of batch 792:
## INFO [11:19:20.015] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:20.015] [bbotk] 5 174 FALSE gini 0.269421 0.6593143 0
## INFO [11:19:20.015] [bbotk] errors runtime_learners uhash
## INFO [11:19:20.015] [bbotk] 0 0.221 6b85afbc-a22d-4d04-881e-4065665a2414
## WARN [11:19:20.019] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:20.019] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:20.020] [bbotk] Proposing a randomly sampled point
## INFO [11:19:20.028] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:20.038] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:20.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:20.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:20.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:20.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:20.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:20.224] [mlr3] Finished benchmark
## INFO [11:19:20.244] [bbotk] Result of batch 793:
## INFO [11:19:20.245] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:20.245] [bbotk] 1 496 FALSE extratrees 0.2810736 0.6 0
## INFO [11:19:20.245] [bbotk] errors runtime_learners uhash
## INFO [11:19:20.245] [bbotk] 0 0.156 6d99677f-791b-44c0-aed9-c14abd2d68e4
## WARN [11:19:20.248] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:20.249] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:20.249] [bbotk] Proposing a randomly sampled point
## INFO [11:19:20.258] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:20.268] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:20.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:20.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:20.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:20.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:20.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:20.702] [mlr3] Finished benchmark
## INFO [11:19:20.721] [bbotk] Result of batch 794:
## INFO [11:19:20.722] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:20.722] [bbotk] 5 367 TRUE extratrees 0.9069142 0.7098116 0
## INFO [11:19:20.722] [bbotk] errors runtime_learners uhash
## INFO [11:19:20.722] [bbotk] 0 0.401 c0ffdeff-094f-43e5-bb4d-461e4abab0a1
## WARN [11:19:20.725] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:20.726] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:20.726] [bbotk] Proposing a randomly sampled point
## INFO [11:19:20.735] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:20.745] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:20.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:20.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:21.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:21.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:21.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:21.637] [mlr3] Finished benchmark
## INFO [11:19:21.656] [bbotk] Result of batch 795:
## INFO [11:19:21.657] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:21.657] [bbotk] 5 26 TRUE gini 0.9143324 0.7923011 0
## INFO [11:19:21.657] [bbotk] errors runtime_learners uhash
## INFO [11:19:21.657] [bbotk] 0 0.862 e879b1a6-8086-461c-8b08-c1652ac4213a
## WARN [11:19:21.661] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:21.661] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:21.662] [bbotk] Proposing a randomly sampled point
## INFO [11:19:21.671] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:21.680] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:21.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:21.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:21.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:21.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:21.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:21.874] [mlr3] Finished benchmark
## INFO [11:19:21.893] [bbotk] Result of batch 796:
## INFO [11:19:21.894] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:21.894] [bbotk] 5 203 TRUE gini 0.1120187 0.8 0
## INFO [11:19:21.894] [bbotk] errors runtime_learners uhash
## INFO [11:19:21.894] [bbotk] 0 0.163 c3469435-f3e8-4061-8c88-4509c5071644
## WARN [11:19:21.898] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:21.898] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:21.898] [bbotk] Proposing a randomly sampled point
## INFO [11:19:21.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:21.917] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:21.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:21.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:22.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:22.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:22.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:22.204] [mlr3] Finished benchmark
## INFO [11:19:22.224] [bbotk] Result of batch 797:
## INFO [11:19:22.225] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:22.225] [bbotk] 4 438 FALSE extratrees 0.7735031 0.7251316 0
## INFO [11:19:22.225] [bbotk] errors runtime_learners uhash
## INFO [11:19:22.225] [bbotk] 0 0.256 b2285db6-f5e4-4389-96f7-a555032e130e
## WARN [11:19:22.228] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:22.229] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:22.229] [bbotk] Proposing a randomly sampled point
## INFO [11:19:22.238] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:22.248] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:22.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:22.359] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:22.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:22.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:22.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:22.820] [mlr3] Finished benchmark
## INFO [11:19:22.845] [bbotk] Result of batch 798:
## INFO [11:19:22.846] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:22.846] [bbotk] 3 44 FALSE extratrees 0.6101423 0.6937926 0
## INFO [11:19:22.846] [bbotk] errors runtime_learners uhash
## INFO [11:19:22.846] [bbotk] 0 0.541 ee7df991-865d-44d5-8f5c-192bb5d060ac
## WARN [11:19:22.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:22.850] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:22.851] [bbotk] Proposing a randomly sampled point
## INFO [11:19:22.859] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:22.869] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:22.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:22.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:23.051] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:23.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:23.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:23.327] [mlr3] Finished benchmark
## INFO [11:19:23.346] [bbotk] Result of batch 799:
## INFO [11:19:23.347] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:23.347] [bbotk] 1 50 TRUE extratrees 0.5389071 0.6863428 0
## INFO [11:19:23.347] [bbotk] errors runtime_learners uhash
## INFO [11:19:23.347] [bbotk] 0 0.429 a5c072b3-4ff5-4ed1-b22f-4f13bd7283d5
## WARN [11:19:23.351] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:23.351] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:23.352] [bbotk] Proposing a randomly sampled point
## INFO [11:19:23.361] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:23.370] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:23.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:23.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:23.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:23.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:24.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:24.250] [mlr3] Finished benchmark
## INFO [11:19:24.276] [bbotk] Result of batch 800:
## INFO [11:19:24.278] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:24.278] [bbotk] 5 31 FALSE gini 0.9806147 0.7836912 0
## INFO [11:19:24.278] [bbotk] errors runtime_learners uhash
## INFO [11:19:24.278] [bbotk] 0 0.833 d67aca59-bdb7-49c4-ab63-7ddc3b2a3f05
## WARN [11:19:24.282] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:24.283] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:24.283] [bbotk] Proposing a randomly sampled point
## INFO [11:19:24.292] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:24.301] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:24.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:24.340] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:24.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:24.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:24.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:24.485] [mlr3] Finished benchmark
## INFO [11:19:24.504] [bbotk] Result of batch 801:
## INFO [11:19:24.505] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:24.505] [bbotk] 5 435 FALSE extratrees 0.2771124 0.6 0
## INFO [11:19:24.505] [bbotk] errors runtime_learners uhash
## INFO [11:19:24.505] [bbotk] 0 0.157 459b3e77-825e-460e-b389-39f50f773f51
## WARN [11:19:24.509] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:24.509] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:24.509] [bbotk] Proposing a randomly sampled point
## INFO [11:19:24.518] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:24.528] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:24.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:24.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:24.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:24.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:25.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:25.123] [mlr3] Finished benchmark
## INFO [11:19:25.160] [bbotk] Result of batch 802:
## INFO [11:19:25.161] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:25.161] [bbotk] 2 45 FALSE extratrees 0.8838711 0.6976819 0
## INFO [11:19:25.161] [bbotk] errors runtime_learners uhash
## INFO [11:19:25.161] [bbotk] 0 0.566 34051c94-564f-473a-a624-ce8859208970
## WARN [11:19:25.167] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:25.167] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:25.168] [bbotk] Proposing a randomly sampled point
## INFO [11:19:25.181] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:25.190] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:25.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:25.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:25.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:25.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:25.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:25.485] [mlr3] Finished benchmark
## INFO [11:19:25.504] [bbotk] Result of batch 803:
## INFO [11:19:25.505] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:25.505] [bbotk] 3 281 TRUE gini 0.5976437 0.6935004 0
## INFO [11:19:25.505] [bbotk] errors runtime_learners uhash
## INFO [11:19:25.505] [bbotk] 0 0.267 7dd6b037-ea52-4473-b427-209ef01473f5
## WARN [11:19:25.509] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:25.509] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:25.510] [bbotk] Proposing a randomly sampled point
## INFO [11:19:25.519] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:25.528] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:25.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:25.600] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:25.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:25.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:25.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:25.877] [mlr3] Finished benchmark
## INFO [11:19:25.896] [bbotk] Result of batch 804:
## INFO [11:19:25.897] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:25.897] [bbotk] 3 330 FALSE extratrees 0.9039487 0.7136039 0
## INFO [11:19:25.897] [bbotk] errors runtime_learners uhash
## INFO [11:19:25.897] [bbotk] 0 0.318 cffcf913-6fe7-44ea-8fa5-2daab4b37e69
## WARN [11:19:25.901] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:25.901] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:25.901] [bbotk] Proposing a randomly sampled point
## INFO [11:19:25.925] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:25.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:25.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:26.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:26.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:26.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:26.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:26.354] [mlr3] Finished benchmark
## INFO [11:19:26.373] [bbotk] Result of batch 805:
## INFO [11:19:26.374] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:26.374] [bbotk] 1 80 FALSE extratrees 0.583363 0.688363 0
## INFO [11:19:26.374] [bbotk] errors runtime_learners uhash
## INFO [11:19:26.374] [bbotk] 0 0.383 a6f80d5d-a22f-444d-8f07-ddfc104e5162
## WARN [11:19:26.378] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:26.378] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:26.378] [bbotk] Proposing a randomly sampled point
## INFO [11:19:26.387] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:26.396] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:26.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:26.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:26.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:26.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:26.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:26.982] [mlr3] Finished benchmark
## INFO [11:19:27.002] [bbotk] Result of batch 806:
## INFO [11:19:27.003] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:27.003] [bbotk] 2 25 FALSE extratrees 0.6267682 0.70145 0
## INFO [11:19:27.003] [bbotk] errors runtime_learners uhash
## INFO [11:19:27.003] [bbotk] 0 0.556 44570f7e-58a9-4a9b-a5e5-ce3f57825248
## WARN [11:19:27.007] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:27.007] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:27.007] [bbotk] Proposing a randomly sampled point
## INFO [11:19:27.033] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:27.050] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:27.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:27.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:27.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:27.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:27.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:27.539] [mlr3] Finished benchmark
## INFO [11:19:27.558] [bbotk] Result of batch 807:
## INFO [11:19:27.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:27.559] [bbotk] 5 218 TRUE gini 0.8708117 0.7026725 0
## INFO [11:19:27.559] [bbotk] errors runtime_learners uhash
## INFO [11:19:27.559] [bbotk] 0 0.457 d0a7a294-6f86-4c39-83d3-92fb8fa46169
## WARN [11:19:27.563] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:27.563] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:27.564] [bbotk] Proposing a randomly sampled point
## INFO [11:19:27.573] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:27.582] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:27.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:27.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:27.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:27.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:27.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:27.743] [mlr3] Finished benchmark
## INFO [11:19:27.762] [bbotk] Result of batch 808:
## INFO [11:19:27.763] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:27.763] [bbotk] 3 327 TRUE extratrees 0.3777105 0.6 0
## INFO [11:19:27.763] [bbotk] errors runtime_learners uhash
## INFO [11:19:27.763] [bbotk] 0 0.134 0c0781f1-ac65-45c9-993d-e7f38a7b75e4
## WARN [11:19:27.767] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:27.767] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:27.768] [bbotk] Proposing a randomly sampled point
## INFO [11:19:27.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:27.786] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:27.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:27.861] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:27.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:27.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:28.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:28.082] [mlr3] Finished benchmark
## INFO [11:19:28.101] [bbotk] Result of batch 809:
## INFO [11:19:28.102] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:28.102] [bbotk] 4 345 FALSE extratrees 0.5858888 0.7252826 0
## INFO [11:19:28.102] [bbotk] errors runtime_learners uhash
## INFO [11:19:28.102] [bbotk] 0 0.253 d528bdad-0f64-41a7-9402-8e5f60e3dd09
## WARN [11:19:28.105] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:28.106] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:28.106] [bbotk] Proposing a randomly sampled point
## INFO [11:19:28.115] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:28.124] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:28.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:28.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:28.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:28.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:28.490] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:28.579] [mlr3] Finished benchmark
## INFO [11:19:28.599] [bbotk] Result of batch 810:
## INFO [11:19:28.600] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:28.600] [bbotk] 4 39 FALSE extratrees 0.3304392 0.6876802 0
## INFO [11:19:28.600] [bbotk] errors runtime_learners uhash
## INFO [11:19:28.600] [bbotk] 0 0.426 ccab7a6a-af33-4efb-ace0-9a0dc1085d41
## WARN [11:19:28.604] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:28.604] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:28.604] [bbotk] Proposing a randomly sampled point
## INFO [11:19:28.613] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:28.623] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:28.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:28.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:28.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:29.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:29.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:29.332] [mlr3] Finished benchmark
## INFO [11:19:29.352] [bbotk] Result of batch 811:
## INFO [11:19:29.353] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:29.353] [bbotk] 5 48 TRUE gini 0.7409632 0.754098 0
## INFO [11:19:29.353] [bbotk] errors runtime_learners uhash
## INFO [11:19:29.353] [bbotk] 0 0.677 322f1506-a083-4099-a32b-cd35c2e10934
## WARN [11:19:29.356] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:29.357] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:29.357] [bbotk] Proposing a randomly sampled point
## INFO [11:19:29.366] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:29.375] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:29.378] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:29.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:29.560] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:29.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:29.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:29.838] [mlr3] Finished benchmark
## INFO [11:19:29.857] [bbotk] Result of batch 812:
## INFO [11:19:29.858] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:29.858] [bbotk] 5 108 FALSE gini 0.4639066 0.7047899 0
## INFO [11:19:29.858] [bbotk] errors runtime_learners uhash
## INFO [11:19:29.858] [bbotk] 0 0.433 06437199-f51a-4f9b-b05f-ead5189de371
## WARN [11:19:29.862] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:29.863] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:29.863] [bbotk] Proposing a randomly sampled point
## INFO [11:19:29.872] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:29.882] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:29.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:30.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:30.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:30.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:30.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:30.541] [mlr3] Finished benchmark
## INFO [11:19:30.560] [bbotk] Result of batch 813:
## INFO [11:19:30.561] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:30.561] [bbotk] 2 56 TRUE extratrees 0.9630854 0.6956617 0
## INFO [11:19:30.561] [bbotk] errors runtime_learners uhash
## INFO [11:19:30.561] [bbotk] 0 0.613 061de8ab-6100-4cc0-920a-5ce600b08216
## WARN [11:19:30.565] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:30.565] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:30.566] [bbotk] Proposing a randomly sampled point
## INFO [11:19:30.574] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:30.584] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:30.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:30.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:30.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:30.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:30.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:30.878] [mlr3] Finished benchmark
## INFO [11:19:30.897] [bbotk] Result of batch 814:
## INFO [11:19:30.898] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:30.898] [bbotk] 4 484 TRUE extratrees 0.803434 0.7271518 0
## INFO [11:19:30.898] [bbotk] errors runtime_learners uhash
## INFO [11:19:30.898] [bbotk] 0 0.268 3847439f-83c1-4881-9cf3-f85e78c0816b
## WARN [11:19:30.902] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:30.903] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:30.903] [bbotk] Proposing a randomly sampled point
## INFO [11:19:30.912] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:30.922] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:30.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:30.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:31.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:31.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:31.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:31.281] [mlr3] Finished benchmark
## INFO [11:19:31.300] [bbotk] Result of batch 815:
## INFO [11:19:31.301] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:31.301] [bbotk] 1 190 FALSE extratrees 0.6359553 0.7099981 0
## INFO [11:19:31.301] [bbotk] errors runtime_learners uhash
## INFO [11:19:31.301] [bbotk] 0 0.325 54cc5ee9-40ff-46b6-af27-ba24193a5f78
## WARN [11:19:31.304] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:31.305] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:31.305] [bbotk] Proposing a randomly sampled point
## INFO [11:19:31.314] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:31.323] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:31.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:31.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:31.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:31.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:31.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:31.504] [mlr3] Finished benchmark
## INFO [11:19:31.523] [bbotk] Result of batch 816:
## INFO [11:19:31.524] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:31.524] [bbotk] 3 451 FALSE extratrees 0.316244 0.6 0
## INFO [11:19:31.524] [bbotk] errors runtime_learners uhash
## INFO [11:19:31.524] [bbotk] 0 0.15 ec9d0490-0c4e-4a3a-b5eb-7cb192740668
## WARN [11:19:31.528] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:31.528] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:31.529] [bbotk] Proposing a randomly sampled point
## INFO [11:19:31.538] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:31.547] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:31.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:31.611] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:31.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:31.730] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:31.844] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:31.911] [mlr3] Finished benchmark
## INFO [11:19:31.938] [bbotk] Result of batch 817:
## INFO [11:19:31.939] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:31.939] [bbotk] 2 262 TRUE gini 0.6756559 0.6972387 0
## INFO [11:19:31.939] [bbotk] errors runtime_learners uhash
## INFO [11:19:31.939] [bbotk] 0 0.28 fefce68a-82d6-426d-967e-c5eba76f3dcd
## WARN [11:19:31.945] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:31.945] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:31.946] [bbotk] Proposing a randomly sampled point
## INFO [11:19:31.955] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:31.964] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:31.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:31.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:32.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:32.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:32.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:32.126] [mlr3] Finished benchmark
## INFO [11:19:32.145] [bbotk] Result of batch 818:
## INFO [11:19:32.146] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:32.146] [bbotk] 4 431 TRUE gini 0.3849901 0.6 0
## INFO [11:19:32.146] [bbotk] errors runtime_learners uhash
## INFO [11:19:32.146] [bbotk] 0 0.13 3fbe082d-78f1-4e58-8962-c41460a14757
## WARN [11:19:32.150] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:32.150] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:32.151] [bbotk] Proposing a randomly sampled point
## INFO [11:19:32.160] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:32.169] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:32.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:32.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:32.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:32.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:32.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:32.500] [mlr3] Finished benchmark
## INFO [11:19:32.520] [bbotk] Result of batch 819:
## INFO [11:19:32.521] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:32.521] [bbotk] 4 226 FALSE gini 0.52039 0.7084906 0
## INFO [11:19:32.521] [bbotk] errors runtime_learners uhash
## INFO [11:19:32.521] [bbotk] 0 0.301 7fe194e3-b70e-452a-bedc-ee33617541e8
## WARN [11:19:32.525] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:32.525] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:32.526] [bbotk] Proposing a randomly sampled point
## INFO [11:19:32.548] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:32.567] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:32.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:32.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:32.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:32.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:33.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:33.120] [mlr3] Finished benchmark
## INFO [11:19:33.140] [bbotk] Result of batch 820:
## INFO [11:19:33.141] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:33.141] [bbotk] 5 126 FALSE gini 0.9403775 0.7413174 0
## INFO [11:19:33.141] [bbotk] errors runtime_learners uhash
## INFO [11:19:33.141] [bbotk] 0 0.52 a7b99d3b-1465-4709-a501-73094127afed
## WARN [11:19:33.144] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:33.145] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:33.145] [bbotk] Proposing a randomly sampled point
## INFO [11:19:33.154] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:33.164] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:33.166] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:33.200] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:33.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:33.266] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:33.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:33.331] [mlr3] Finished benchmark
## INFO [11:19:33.351] [bbotk] Result of batch 821:
## INFO [11:19:33.352] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:33.352] [bbotk] 1 340 TRUE extratrees 0.1134556 0.6 0
## INFO [11:19:33.352] [bbotk] errors runtime_learners uhash
## INFO [11:19:33.352] [bbotk] 0 0.138 5e127b15-c4a8-4388-aeb2-24f8e542089a
## WARN [11:19:33.355] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:33.356] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:33.356] [bbotk] Proposing a randomly sampled point
## INFO [11:19:33.365] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:33.375] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:33.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:33.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:33.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:33.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:33.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:33.572] [mlr3] Finished benchmark
## INFO [11:19:33.592] [bbotk] Result of batch 822:
## INFO [11:19:33.593] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:33.593] [bbotk] 1 404 TRUE gini 0.1582577 0.6 0
## INFO [11:19:33.593] [bbotk] errors runtime_learners uhash
## INFO [11:19:33.593] [bbotk] 0 0.148 9e44ea94-7f6c-4471-a6b0-9d86f4478930
## WARN [11:19:33.596] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:33.597] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:33.597] [bbotk] Proposing a randomly sampled point
## INFO [11:19:33.606] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:33.616] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:33.618] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:33.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:33.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:33.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:33.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:33.904] [mlr3] Finished benchmark
## INFO [11:19:33.924] [bbotk] Result of batch 823:
## INFO [11:19:33.925] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:33.925] [bbotk] 2 317 TRUE extratrees 0.6185298 0.7326785 0
## INFO [11:19:33.925] [bbotk] errors runtime_learners uhash
## INFO [11:19:33.925] [bbotk] 0 0.261 cae4e44f-c00d-4c1a-98a3-998cb178a6f6
## WARN [11:19:33.928] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:33.929] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:33.929] [bbotk] Proposing a randomly sampled point
## INFO [11:19:33.938] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:33.948] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:33.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:33.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:34.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:34.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:34.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:34.170] [mlr3] Finished benchmark
## INFO [11:19:34.203] [bbotk] Result of batch 824:
## INFO [11:19:34.205] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:34.205] [bbotk] 2 348 FALSE gini 0.5070456 0.6534289 0
## INFO [11:19:34.205] [bbotk] errors runtime_learners uhash
## INFO [11:19:34.205] [bbotk] 0 0.196 6928f66a-5aef-4017-9b2f-6e0abc583965
## WARN [11:19:34.211] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:34.212] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:34.212] [bbotk] Proposing a randomly sampled point
## INFO [11:19:34.229] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:34.243] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:34.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:34.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:34.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:34.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:34.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:34.763] [mlr3] Finished benchmark
## INFO [11:19:34.783] [bbotk] Result of batch 825:
## INFO [11:19:34.784] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:34.784] [bbotk] 5 215 TRUE extratrees 0.873584 0.6882141 0
## INFO [11:19:34.784] [bbotk] errors runtime_learners uhash
## INFO [11:19:34.784] [bbotk] 0 0.489 d1848c0a-4b4f-4592-aeef-ed48d0ecc54c
## WARN [11:19:34.788] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:34.788] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:34.788] [bbotk] Proposing a randomly sampled point
## INFO [11:19:34.798] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:34.807] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:34.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:34.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:34.929] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:34.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:35.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:35.107] [mlr3] Finished benchmark
## INFO [11:19:35.127] [bbotk] Result of batch 826:
## INFO [11:19:35.128] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:35.128] [bbotk] 4 306 FALSE gini 0.6378195 0.7135982 0
## INFO [11:19:35.128] [bbotk] errors runtime_learners uhash
## INFO [11:19:35.128] [bbotk] 0 0.272 1668b293-9235-409d-99cc-19e3b375e898
## WARN [11:19:35.131] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:35.132] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:35.132] [bbotk] Proposing a randomly sampled point
## INFO [11:19:35.141] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:35.150] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:35.167] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:35.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:35.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:35.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:35.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:35.376] [mlr3] Finished benchmark
## INFO [11:19:35.395] [bbotk] Result of batch 827:
## INFO [11:19:35.396] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:35.396] [bbotk] 5 166 FALSE gini 0.1408022 0.6 0
## INFO [11:19:35.396] [bbotk] errors runtime_learners uhash
## INFO [11:19:35.396] [bbotk] 0 0.177 60020894-c2ae-4c6c-8909-761c6738b0f1
## WARN [11:19:35.399] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:35.400] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:35.400] [bbotk] Proposing a randomly sampled point
## INFO [11:19:35.409] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:35.419] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:35.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:35.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:35.486] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:35.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:35.551] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:35.582] [mlr3] Finished benchmark
## INFO [11:19:35.602] [bbotk] Result of batch 828:
## INFO [11:19:35.603] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:35.603] [bbotk] 4 336 TRUE gini 0.2508801 0.6 0
## INFO [11:19:35.603] [bbotk] errors runtime_learners uhash
## INFO [11:19:35.603] [bbotk] 0 0.136 d7f18381-b819-414a-ab41-8b18d2641980
## WARN [11:19:35.607] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:35.607] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:35.607] [bbotk] Proposing a randomly sampled point
## INFO [11:19:35.616] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:35.626] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:35.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:35.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:35.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:35.728] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:35.773] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:35.812] [mlr3] Finished benchmark
## INFO [11:19:35.839] [bbotk] Result of batch 829:
## INFO [11:19:35.840] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:35.840] [bbotk] 3 239 TRUE gini 0.1186466 0.4 0
## INFO [11:19:35.840] [bbotk] errors runtime_learners uhash
## INFO [11:19:35.840] [bbotk] 0 0.142 2e4eb8e1-3ad8-40ea-89a0-dbd122bcf3e3
## WARN [11:19:35.846] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:35.846] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:35.847] [bbotk] Proposing a randomly sampled point
## INFO [11:19:35.856] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:35.865] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:35.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:35.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:35.993] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:36.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:36.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:36.182] [mlr3] Finished benchmark
## INFO [11:19:36.201] [bbotk] Result of batch 830:
## INFO [11:19:36.202] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:36.202] [bbotk] 3 223 TRUE gini 0.556734 0.6956419 0
## INFO [11:19:36.202] [bbotk] errors runtime_learners uhash
## INFO [11:19:36.202] [bbotk] 0 0.287 d806d5d1-90f8-4ab8-b580-a307ba9f2280
## WARN [11:19:36.206] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:36.206] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:36.206] [bbotk] Proposing a randomly sampled point
## INFO [11:19:36.215] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:36.225] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:36.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:36.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:36.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:36.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:36.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:36.470] [mlr3] Finished benchmark
## INFO [11:19:36.490] [bbotk] Result of batch 831:
## INFO [11:19:36.491] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:36.491] [bbotk] 5 438 TRUE gini 0.634449 0.6593143 0
## INFO [11:19:36.491] [bbotk] errors runtime_learners uhash
## INFO [11:19:36.491] [bbotk] 0 0.219 4d07d289-872f-447f-b255-7f1c13bf93e1
## WARN [11:19:36.494] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:36.495] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:36.495] [bbotk] Proposing a randomly sampled point
## INFO [11:19:36.521] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:36.539] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:36.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:36.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:36.612] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:36.645] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:36.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:36.709] [mlr3] Finished benchmark
## INFO [11:19:36.728] [bbotk] Result of batch 832:
## INFO [11:19:36.729] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:36.729] [bbotk] 2 248 TRUE gini 0.1503016 0.6 0
## INFO [11:19:36.729] [bbotk] errors runtime_learners uhash
## INFO [11:19:36.729] [bbotk] 0 0.136 a9193e42-d009-4055-a36e-e2213cba649c
## WARN [11:19:36.732] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:36.733] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:36.733] [bbotk] Proposing a randomly sampled point
## INFO [11:19:36.742] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:36.752] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:36.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:36.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:36.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:36.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:37.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:37.072] [mlr3] Finished benchmark
## INFO [11:19:37.092] [bbotk] Result of batch 833:
## INFO [11:19:37.093] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:37.093] [bbotk] 2 128 TRUE extratrees 0.4107109 0.711951 0
## INFO [11:19:37.093] [bbotk] errors runtime_learners uhash
## INFO [11:19:37.093] [bbotk] 0 0.292 d7f03db1-8b51-4e64-a0e9-33281725b4a2
## WARN [11:19:37.097] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:37.097] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:37.097] [bbotk] Proposing a randomly sampled point
## INFO [11:19:37.106] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:37.116] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:37.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:37.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:37.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:37.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:37.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:37.704] [mlr3] Finished benchmark
## INFO [11:19:37.723] [bbotk] Result of batch 834:
## INFO [11:19:37.724] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:37.724] [bbotk] 5 85 TRUE gini 0.6885732 0.7273029 0
## INFO [11:19:37.724] [bbotk] errors runtime_learners uhash
## INFO [11:19:37.724] [bbotk] 0 0.539 b9bdbe12-ee85-4e38-aece-aaa059fe9b41
## WARN [11:19:37.728] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:37.728] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:37.729] [bbotk] Proposing a randomly sampled point
## INFO [11:19:37.737] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:37.747] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:37.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:37.850] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:37.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:38.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:38.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:38.261] [mlr3] Finished benchmark
## INFO [11:19:38.282] [bbotk] Result of batch 835:
## INFO [11:19:38.283] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:38.283] [bbotk] 2 77 FALSE extratrees 0.8320026 0.6863428 0
## INFO [11:19:38.283] [bbotk] errors runtime_learners uhash
## INFO [11:19:38.283] [bbotk] 0 0.483 701c6b75-2c06-4d57-b3ec-9bd96d97770e
## WARN [11:19:38.286] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:38.287] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:38.287] [bbotk] Proposing a randomly sampled point
## INFO [11:19:38.296] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:38.306] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:38.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:38.362] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:38.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:38.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:38.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:38.595] [mlr3] Finished benchmark
## INFO [11:19:38.621] [bbotk] Result of batch 836:
## INFO [11:19:38.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:38.622] [bbotk] 3 176 TRUE gini 0.3591323 0.6916986 0
## INFO [11:19:38.622] [bbotk] errors runtime_learners uhash
## INFO [11:19:38.622] [bbotk] 0 0.242 86011909-4f11-49af-98ef-ccec1a967851
## WARN [11:19:38.626] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:38.626] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:38.627] [bbotk] Proposing a randomly sampled point
## INFO [11:19:38.635] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:38.645] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:38.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:38.706] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:38.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:38.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:38.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:38.935] [mlr3] Finished benchmark
## INFO [11:19:38.954] [bbotk] Result of batch 837:
## INFO [11:19:38.955] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:38.955] [bbotk] 3 454 TRUE gini 0.8967298 0.6935004 0
## INFO [11:19:38.955] [bbotk] errors runtime_learners uhash
## INFO [11:19:38.955] [bbotk] 0 0.262 ad801f87-2a0b-4cd4-96b4-a8168e9dc74e
## WARN [11:19:38.959] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:38.960] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:38.960] [bbotk] Proposing a randomly sampled point
## INFO [11:19:38.969] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:38.979] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:38.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:39.014] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:39.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:39.080] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:39.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:39.145] [mlr3] Finished benchmark
## INFO [11:19:39.165] [bbotk] Result of batch 838:
## INFO [11:19:39.166] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:39.166] [bbotk] 4 198 TRUE extratrees 0.1360654 0.6 0
## INFO [11:19:39.166] [bbotk] errors runtime_learners uhash
## INFO [11:19:39.166] [bbotk] 0 0.14 524afa38-9f16-4b69-982b-058454c8c69b
## WARN [11:19:39.182] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:39.183] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:39.184] [bbotk] Proposing a randomly sampled point
## INFO [11:19:39.201] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:39.218] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:39.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:39.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:39.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:39.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:39.563] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:39.649] [mlr3] Finished benchmark
## INFO [11:19:39.668] [bbotk] Result of batch 839:
## INFO [11:19:39.669] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:39.669] [bbotk] 3 107 FALSE gini 0.567548 0.7127714 0
## INFO [11:19:39.669] [bbotk] errors runtime_learners uhash
## INFO [11:19:39.669] [bbotk] 0 0.402 e4659a29-d43f-4fc8-a268-94530fa10738
## WARN [11:19:39.673] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:39.674] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:39.674] [bbotk] Proposing a randomly sampled point
## INFO [11:19:39.683] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:39.693] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:39.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:39.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:39.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:40.078] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:40.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:40.337] [mlr3] Finished benchmark
## INFO [11:19:40.356] [bbotk] Result of batch 840:
## INFO [11:19:40.357] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:40.357] [bbotk] 2 54 TRUE extratrees 0.9621531 0.6958801 0
## INFO [11:19:40.357] [bbotk] errors runtime_learners uhash
## INFO [11:19:40.357] [bbotk] 0 0.614 18709132-47a2-47bf-8523-e7f62191f772
## WARN [11:19:40.361] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:40.362] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:40.362] [bbotk] Proposing a randomly sampled point
## INFO [11:19:40.371] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:40.403] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:40.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:40.462] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:40.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:40.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:40.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:40.665] [mlr3] Finished benchmark
## INFO [11:19:40.685] [bbotk] Result of batch 841:
## INFO [11:19:40.686] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:40.686] [bbotk] 5 378 FALSE extratrees 0.5236338 0.7046069 0
## INFO [11:19:40.686] [bbotk] errors runtime_learners uhash
## INFO [11:19:40.686] [bbotk] 0 0.23 b68f283e-f6aa-4337-a654-4cb442d3883b
## WARN [11:19:40.689] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:40.690] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:40.690] [bbotk] Proposing a randomly sampled point
## INFO [11:19:40.699] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:40.709] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:40.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:40.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:40.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:40.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:40.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:40.899] [mlr3] Finished benchmark
## INFO [11:19:40.919] [bbotk] Result of batch 842:
## INFO [11:19:40.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:40.920] [bbotk] 4 184 FALSE extratrees 0.1919505 0.6 0
## INFO [11:19:40.920] [bbotk] errors runtime_learners uhash
## INFO [11:19:40.920] [bbotk] 0 0.162 9e24b0fa-bf97-47ae-ad4f-092485e54dfd
## WARN [11:19:40.924] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:40.924] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:40.924] [bbotk] Proposing a randomly sampled point
## INFO [11:19:40.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:40.943] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:40.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:41.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:41.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:41.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:41.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:41.292] [mlr3] Finished benchmark
## INFO [11:19:41.312] [bbotk] Result of batch 843:
## INFO [11:19:41.313] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:41.313] [bbotk] 3 321 FALSE gini 0.8669913 0.7109299 0
## INFO [11:19:41.313] [bbotk] errors runtime_learners uhash
## INFO [11:19:41.313] [bbotk] 0 0.311 1647940c-4e2b-422e-82ac-a4adc01f8038
## WARN [11:19:41.316] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:41.317] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:41.317] [bbotk] Proposing a randomly sampled point
## INFO [11:19:41.326] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:41.335] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:41.338] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:41.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:41.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:41.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:41.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:41.792] [mlr3] Finished benchmark
## INFO [11:19:41.812] [bbotk] Result of batch 844:
## INFO [11:19:41.813] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:41.813] [bbotk] 4 107 FALSE extratrees 0.5982197 0.6920361 0
## INFO [11:19:41.813] [bbotk] errors runtime_learners uhash
## INFO [11:19:41.813] [bbotk] 0 0.426 6f3859e0-0d0e-4500-b6e3-04fd116b71de
## WARN [11:19:41.817] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:41.817] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:41.817] [bbotk] Proposing a randomly sampled point
## INFO [11:19:41.826] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:41.836] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:41.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:41.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:41.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:41.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:41.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:42.016] [mlr3] Finished benchmark
## INFO [11:19:42.043] [bbotk] Result of batch 845:
## INFO [11:19:42.044] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:42.044] [bbotk] 1 384 TRUE gini 0.4208288 0.6 0
## INFO [11:19:42.044] [bbotk] errors runtime_learners uhash
## INFO [11:19:42.044] [bbotk] 0 0.15 08cb4709-a95a-4743-a947-023f3b8ee8d8
## WARN [11:19:42.050] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:42.050] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:42.051] [bbotk] Proposing a randomly sampled point
## INFO [11:19:42.061] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:42.070] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:42.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:42.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:42.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:42.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:42.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:42.410] [mlr3] Finished benchmark
## INFO [11:19:42.429] [bbotk] Result of batch 846:
## INFO [11:19:42.430] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:42.430] [bbotk] 4 227 FALSE extratrees 0.5770328 0.7116134 0
## INFO [11:19:42.430] [bbotk] errors runtime_learners uhash
## INFO [11:19:42.430] [bbotk] 0 0.31 9115b6ab-f3dd-41f9-87ec-4c33b38fa486
## WARN [11:19:42.434] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:42.434] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:42.435] [bbotk] Proposing a randomly sampled point
## INFO [11:19:42.443] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:42.453] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:42.456] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:42.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:42.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:42.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:42.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:42.678] [mlr3] Finished benchmark
## INFO [11:19:42.697] [bbotk] Result of batch 847:
## INFO [11:19:42.698] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:42.698] [bbotk] 1 491 FALSE gini 0.9847362 0.6900272 0
## INFO [11:19:42.698] [bbotk] errors runtime_learners uhash
## INFO [11:19:42.698] [bbotk] 0 0.196 84eb0985-6a65-4576-9738-d395490c60dc
## WARN [11:19:42.702] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:42.702] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:42.702] [bbotk] Proposing a randomly sampled point
## INFO [11:19:42.732] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:42.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:42.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:42.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:42.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:42.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:42.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:43.036] [mlr3] Finished benchmark
## INFO [11:19:43.055] [bbotk] Result of batch 848:
## INFO [11:19:43.056] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:43.056] [bbotk] 2 451 TRUE extratrees 0.7821041 0.73471 0
## INFO [11:19:43.056] [bbotk] errors runtime_learners uhash
## INFO [11:19:43.056] [bbotk] 0 0.257 99af0b76-0936-406a-8013-d6391d7928b3
## WARN [11:19:43.060] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:43.060] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:43.060] [bbotk] Proposing a randomly sampled point
## INFO [11:19:43.070] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:43.080] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:43.083] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:43.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:43.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:43.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:43.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:43.246] [mlr3] Finished benchmark
## INFO [11:19:43.266] [bbotk] Result of batch 849:
## INFO [11:19:43.267] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:43.267] [bbotk] 4 466 FALSE gini 0.523216 0.6 0
## INFO [11:19:43.267] [bbotk] errors runtime_learners uhash
## INFO [11:19:43.267] [bbotk] 0 0.137 30a600ae-a097-47fb-9582-343eb8344f59
## WARN [11:19:43.270] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:43.271] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:43.271] [bbotk] Proposing a randomly sampled point
## INFO [11:19:43.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:43.304] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:43.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:43.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:43.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:43.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:43.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:43.509] [mlr3] Finished benchmark
## INFO [11:19:43.529] [bbotk] Result of batch 850:
## INFO [11:19:43.530] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:43.530] [bbotk] 3 500 FALSE gini 0.2230315 0.6 0
## INFO [11:19:43.530] [bbotk] errors runtime_learners uhash
## INFO [11:19:43.530] [bbotk] 0 0.168 1a93483a-49c6-4b2c-8bd4-3f95096c838f
## WARN [11:19:43.533] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:43.534] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:43.534] [bbotk] Proposing a randomly sampled point
## INFO [11:19:43.543] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:43.552] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:43.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:43.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:43.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:43.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:43.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:43.719] [mlr3] Finished benchmark
## INFO [11:19:43.739] [bbotk] Result of batch 851:
## INFO [11:19:43.740] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:43.740] [bbotk] 3 213 TRUE extratrees 0.23584 0.6 0
## INFO [11:19:43.740] [bbotk] errors runtime_learners uhash
## INFO [11:19:43.740] [bbotk] 0 0.14 c272d395-b8d7-4779-93bf-9d4943bf83a2
## WARN [11:19:43.744] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:43.744] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:43.745] [bbotk] Proposing a randomly sampled point
## INFO [11:19:43.754] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:43.764] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:43.766] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:43.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:43.840] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:43.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:43.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:43.979] [mlr3] Finished benchmark
## INFO [11:19:44.000] [bbotk] Result of batch 852:
## INFO [11:19:44.001] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:44.001] [bbotk] 3 449 FALSE extratrees 0.2744744 0.6 0
## INFO [11:19:44.001] [bbotk] errors runtime_learners uhash
## INFO [11:19:44.001] [bbotk] 0 0.18 27be78d4-d561-4804-b4c4-797f21beb70a
## WARN [11:19:44.005] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:44.005] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:44.005] [bbotk] Proposing a randomly sampled point
## INFO [11:19:44.014] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:44.023] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:44.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:44.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:44.099] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:44.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:44.172] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:44.208] [mlr3] Finished benchmark
## INFO [11:19:44.228] [bbotk] Result of batch 853:
## INFO [11:19:44.229] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:44.229] [bbotk] 1 329 FALSE extratrees 0.2758563 0.4 0
## INFO [11:19:44.229] [bbotk] errors runtime_learners uhash
## INFO [11:19:44.229] [bbotk] 0 0.157 9bab63ce-1f11-46fe-af15-0268778321b9
## WARN [11:19:44.233] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:44.233] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:44.233] [bbotk] Proposing a randomly sampled point
## INFO [11:19:44.242] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:44.252] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:44.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:44.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:44.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:44.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:44.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:44.427] [mlr3] Finished benchmark
## INFO [11:19:44.454] [bbotk] Result of batch 854:
## INFO [11:19:44.456] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:44.456] [bbotk] 5 486 TRUE gini 0.5126332 0.6 0
## INFO [11:19:44.456] [bbotk] errors runtime_learners uhash
## INFO [11:19:44.456] [bbotk] 0 0.131 381f2b58-47e8-48d9-bfb6-c3667f75ec00
## WARN [11:19:44.461] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:44.462] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:44.462] [bbotk] Proposing a randomly sampled point
## INFO [11:19:44.475] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:44.484] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:44.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:44.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:44.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:44.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:44.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:44.771] [mlr3] Finished benchmark
## INFO [11:19:44.791] [bbotk] Result of batch 855:
## INFO [11:19:44.791] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:44.791] [bbotk] 5 354 FALSE gini 0.7371395 0.7296521 0
## INFO [11:19:44.791] [bbotk] errors runtime_learners uhash
## INFO [11:19:44.791] [bbotk] 0 0.259 2816aa85-9c9f-4cbd-9082-a6a545c98d98
## WARN [11:19:44.795] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:44.795] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:44.796] [bbotk] Proposing a randomly sampled point
## INFO [11:19:44.805] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:44.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:44.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:44.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:44.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:44.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:45.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:45.062] [mlr3] Finished benchmark
## INFO [11:19:45.086] [bbotk] Result of batch 856:
## INFO [11:19:45.088] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:45.088] [bbotk] 1 461 TRUE gini 0.5838304 0.6590229 0
## INFO [11:19:45.088] [bbotk] errors runtime_learners uhash
## INFO [11:19:45.088] [bbotk] 0 0.209 34181bbb-10b6-470a-aa65-c9192db10808
## WARN [11:19:45.092] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:45.092] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:45.093] [bbotk] Proposing a randomly sampled point
## INFO [11:19:45.122] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:45.142] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:45.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:45.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:45.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:45.339] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:45.403] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:45.468] [mlr3] Finished benchmark
## INFO [11:19:45.487] [bbotk] Result of batch 857:
## INFO [11:19:45.488] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:45.488] [bbotk] 2 188 TRUE gini 0.6495803 0.6993128 0
## INFO [11:19:45.488] [bbotk] errors runtime_learners uhash
## INFO [11:19:45.488] [bbotk] 0 0.3 a8a9be07-a723-446e-9293-c3fcfa4bb9e0
## WARN [11:19:45.491] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:45.492] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:45.492] [bbotk] Proposing a randomly sampled point
## INFO [11:19:45.500] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:45.510] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:45.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:45.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:45.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:45.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:45.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:45.776] [mlr3] Finished benchmark
## INFO [11:19:45.795] [bbotk] Result of batch 858:
## INFO [11:19:45.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:45.796] [bbotk] 4 498 TRUE gini 0.8916609 0.6818997 0
## INFO [11:19:45.796] [bbotk] errors runtime_learners uhash
## INFO [11:19:45.796] [bbotk] 0 0.238 bc0fd2da-2e7e-4624-b003-576f195e5cc0
## WARN [11:19:45.800] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:45.800] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:45.800] [bbotk] Proposing a randomly sampled point
## INFO [11:19:45.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:45.834] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:45.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:45.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:46.001] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:46.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:46.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:46.232] [mlr3] Finished benchmark
## INFO [11:19:46.251] [bbotk] Result of batch 859:
## INFO [11:19:46.252] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:46.252] [bbotk] 2 38 FALSE extratrees 0.28749 0.6805006 0
## INFO [11:19:46.252] [bbotk] errors runtime_learners uhash
## INFO [11:19:46.252] [bbotk] 0 0.367 39a72a18-c701-402b-9919-712e7da170d1
## WARN [11:19:46.255] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:46.256] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:46.256] [bbotk] Proposing a randomly sampled point
## INFO [11:19:46.265] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:46.274] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:46.276] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:46.313] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:46.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:46.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:46.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:46.455] [mlr3] Finished benchmark
## INFO [11:19:46.475] [bbotk] Result of batch 860:
## INFO [11:19:46.476] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:46.476] [bbotk] 3 466 FALSE gini 0.1986593 0.6 0
## INFO [11:19:46.476] [bbotk] errors runtime_learners uhash
## INFO [11:19:46.476] [bbotk] 0 0.156 d1a7ed7c-3e00-42c9-931a-25ed8e07e859
## WARN [11:19:46.479] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:46.480] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:46.480] [bbotk] Proposing a randomly sampled point
## INFO [11:19:46.489] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:46.498] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:46.500] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:46.598] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:46.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:46.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:46.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:46.943] [mlr3] Finished benchmark
## INFO [11:19:46.962] [bbotk] Result of batch 861:
## INFO [11:19:46.963] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:46.963] [bbotk] 5 107 FALSE extratrees 0.4792327 0.6900159 0
## INFO [11:19:46.963] [bbotk] errors runtime_learners uhash
## INFO [11:19:46.963] [bbotk] 0 0.409 facc3621-c903-49ad-93d5-62104fe91c81
## WARN [11:19:46.967] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:46.967] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:46.967] [bbotk] Proposing a randomly sampled point
## INFO [11:19:46.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:46.985] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:46.988] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:47.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:47.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:47.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:47.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:47.307] [mlr3] Finished benchmark
## INFO [11:19:47.326] [bbotk] Result of batch 862:
## INFO [11:19:47.327] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:47.327] [bbotk] 3 151 FALSE extratrees 0.4526522 0.704704 0
## INFO [11:19:47.327] [bbotk] errors runtime_learners uhash
## INFO [11:19:47.327] [bbotk] 0 0.295 413c7d18-5a8e-4577-902d-664aecfc6045
## WARN [11:19:47.330] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:47.330] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:47.331] [bbotk] Proposing a randomly sampled point
## INFO [11:19:47.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:47.349] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:47.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:47.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:47.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:47.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:47.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:47.843] [mlr3] Finished benchmark
## INFO [11:19:47.862] [bbotk] Result of batch 863:
## INFO [11:19:47.863] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:47.863] [bbotk] 5 101 TRUE extratrees 0.5604974 0.6902343 0
## INFO [11:19:47.863] [bbotk] errors runtime_learners uhash
## INFO [11:19:47.863] [bbotk] 0 0.458 cd46b18b-4f07-4fd2-af73-a8d005c6cf1f
## WARN [11:19:47.867] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:47.867] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:47.867] [bbotk] Proposing a randomly sampled point
## INFO [11:19:47.876] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:47.885] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:47.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:47.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:47.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:48.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:48.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:48.120] [mlr3] Finished benchmark
## INFO [11:19:48.139] [bbotk] Result of batch 864:
## INFO [11:19:48.140] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:48.140] [bbotk] 1 306 FALSE gini 0.5589177 0.6823322 0
## INFO [11:19:48.140] [bbotk] errors runtime_learners uhash
## INFO [11:19:48.140] [bbotk] 0 0.207 44ca0a5a-631f-4282-bd41-27f4a1f8f601
## WARN [11:19:48.143] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:48.144] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:48.144] [bbotk] Proposing a randomly sampled point
## INFO [11:19:48.153] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:48.162] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:48.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:48.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:48.277] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:48.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:48.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:48.495] [mlr3] Finished benchmark
## INFO [11:19:48.522] [bbotk] Result of batch 865:
## INFO [11:19:48.523] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:48.523] [bbotk] 1 272 FALSE extratrees 0.582662 0.738437 0
## INFO [11:19:48.523] [bbotk] errors runtime_learners uhash
## INFO [11:19:48.523] [bbotk] 0 0.302 323e790d-7423-4f35-9f57-92c032032bca
## WARN [11:19:48.529] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:48.529] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:48.530] [bbotk] Proposing a randomly sampled point
## INFO [11:19:48.546] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:48.556] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:48.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:48.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:48.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:48.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:48.681] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:48.711] [mlr3] Finished benchmark
## INFO [11:19:48.730] [bbotk] Result of batch 866:
## INFO [11:19:48.731] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:48.731] [bbotk] 3 428 TRUE extratrees 0.2918505 0.6 0
## INFO [11:19:48.731] [bbotk] errors runtime_learners uhash
## INFO [11:19:48.731] [bbotk] 0 0.13 28ebb720-0826-4c17-8f0d-ca4ea913c5f6
## WARN [11:19:48.735] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:48.735] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:48.735] [bbotk] Proposing a randomly sampled point
## INFO [11:19:48.744] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:48.753] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:48.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:48.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:48.829] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:48.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:48.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:48.938] [mlr3] Finished benchmark
## INFO [11:19:48.957] [bbotk] Result of batch 867:
## INFO [11:19:48.958] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:48.958] [bbotk] 2 190 FALSE extratrees 0.1742732 0.6 0
## INFO [11:19:48.958] [bbotk] errors runtime_learners uhash
## INFO [11:19:48.958] [bbotk] 0 0.156 3936d466-75ef-4ad4-8d97-0f7172279deb
## WARN [11:19:48.961] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:48.962] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:48.962] [bbotk] Proposing a randomly sampled point
## INFO [11:19:48.987] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:49.006] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:49.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:49.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:49.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:49.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:50.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:50.384] [mlr3] Finished benchmark
## INFO [11:19:50.404] [bbotk] Result of batch 868:
## INFO [11:19:50.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:50.405] [bbotk] 4 2 FALSE extratrees 0.9842399 0.8500163 0
## INFO [11:19:50.405] [bbotk] errors runtime_learners uhash
## INFO [11:19:50.405] [bbotk] 0 1.343 5b89c604-95b5-44b9-a97c-736a472bfa21
## WARN [11:19:50.408] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:50.409] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:50.409] [bbotk] Proposing a randomly sampled point
## INFO [11:19:50.418] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:50.427] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:50.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:50.463] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:50.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:50.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:50.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:50.613] [mlr3] Finished benchmark
## INFO [11:19:50.640] [bbotk] Result of batch 869:
## INFO [11:19:50.641] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:50.641] [bbotk] 5 491 FALSE extratrees 0.409823 0.4 0
## INFO [11:19:50.641] [bbotk] errors runtime_learners uhash
## INFO [11:19:50.641] [bbotk] 0 0.156 e109bcbb-7fe1-4369-ada4-a522996b1def
## WARN [11:19:50.647] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:50.648] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:50.648] [bbotk] Proposing a randomly sampled point
## INFO [11:19:50.665] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:50.677] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:50.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:50.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:50.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:50.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:50.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:50.832] [mlr3] Finished benchmark
## INFO [11:19:50.851] [bbotk] Result of batch 870:
## INFO [11:19:50.852] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:50.852] [bbotk] 3 497 TRUE extratrees 0.3242368 0.6 0
## INFO [11:19:50.852] [bbotk] errors runtime_learners uhash
## INFO [11:19:50.852] [bbotk] 0 0.127 da9068fc-ca98-4cf2-a2e9-3447999c30a4
## WARN [11:19:50.856] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:50.856] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:50.856] [bbotk] Proposing a randomly sampled point
## INFO [11:19:50.865] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:50.875] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:50.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:50.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:51.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:51.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:51.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:51.209] [mlr3] Finished benchmark
## INFO [11:19:51.228] [bbotk] Result of batch 871:
## INFO [11:19:51.229] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:51.229] [bbotk] 1 198 FALSE extratrees 0.7235202 0.7101789 0
## INFO [11:19:51.229] [bbotk] errors runtime_learners uhash
## INFO [11:19:51.229] [bbotk] 0 0.308 6dd7a942-fcdb-4273-af8b-30137d495f67
## WARN [11:19:51.232] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:51.233] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:51.233] [bbotk] Proposing a randomly sampled point
## INFO [11:19:51.258] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:51.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:51.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:51.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:19:51.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:19:51.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:19:51.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:19:51.523] [mlr3] Finished benchmark
## INFO [11:19:51.545] [bbotk] Result of batch 872:
## INFO [11:19:51.546] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:19:51.546] [bbotk] 1 332 TRUE extratrees 0.4909193 0.7403062 0
## INFO [11:19:51.546] [bbotk] errors runtime_learners uhash
## INFO [11:19:51.546] [bbotk] 0 0.21 887b3717-58f0-4393-95e0-069d614e0c98
## WARN [11:19:51.549] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:19:51.550] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:19:51.550] [bbotk] Proposing a randomly sampled point
## INFO [11:19:51.559] [bbotk] Evaluating 1 configuration(s)
## INFO [11:19:51.568] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:19:51.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:19:59.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:00.006] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:00.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:00.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:00.241] [mlr3] Finished benchmark
## INFO [11:20:00.263] [bbotk] Result of batch 873:
## INFO [11:20:00.264] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:00.264] [bbotk] 1 57 FALSE extratrees 0.1042422 0.7288997 0
## INFO [11:20:00.264] [bbotk] errors runtime_learners uhash
## INFO [11:20:00.264] [bbotk] 0 8.635 5a68eb97-8d43-48d4-81bd-aec4620849df
## WARN [11:20:00.267] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:00.268] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:00.269] [bbotk] Proposing a randomly sampled point
## INFO [11:20:00.278] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:00.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:00.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:00.328] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:00.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:00.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:00.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:00.508] [mlr3] Finished benchmark
## INFO [11:20:00.535] [bbotk] Result of batch 874:
## INFO [11:20:00.536] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:00.536] [bbotk] 4 418 FALSE gini 0.2672166 0.6 0
## INFO [11:20:00.536] [bbotk] errors runtime_learners uhash
## INFO [11:20:00.536] [bbotk] 0 0.182 a372ac69-1174-479d-97c4-34afd0629404
## WARN [11:20:00.539] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:00.540] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:00.540] [bbotk] Proposing a randomly sampled point
## INFO [11:20:00.549] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:00.558] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:00.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:00.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:00.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:00.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:00.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:00.823] [mlr3] Finished benchmark
## INFO [11:20:00.843] [bbotk] Result of batch 875:
## INFO [11:20:00.844] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:00.844] [bbotk] 5 330 TRUE gini 0.5865989 0.6689297 0
## INFO [11:20:00.844] [bbotk] errors runtime_learners uhash
## INFO [11:20:00.844] [bbotk] 0 0.238 74a3e126-0ec5-4f18-b8b0-c276067a03cf
## WARN [11:20:00.847] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:00.847] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:00.848] [bbotk] Proposing a randomly sampled point
## INFO [11:20:00.857] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:00.866] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:00.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:00.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:00.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:00.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:00.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:01.040] [mlr3] Finished benchmark
## INFO [11:20:01.068] [bbotk] Result of batch 876:
## INFO [11:20:01.069] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:01.069] [bbotk] 2 393 TRUE gini 0.2370446 0.6 0
## INFO [11:20:01.069] [bbotk] errors runtime_learners uhash
## INFO [11:20:01.069] [bbotk] 0 0.132 5f3fcabb-89ca-4fea-b699-c33348ddc70a
## WARN [11:20:01.075] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:01.076] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:01.076] [bbotk] Proposing a randomly sampled point
## INFO [11:20:01.093] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:01.109] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:01.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:01.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:01.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:01.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:01.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:01.270] [mlr3] Finished benchmark
## INFO [11:20:01.290] [bbotk] Result of batch 877:
## INFO [11:20:01.291] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:01.291] [bbotk] 5 232 TRUE gini 0.1586144 0.6 0
## INFO [11:20:01.291] [bbotk] errors runtime_learners uhash
## INFO [11:20:01.291] [bbotk] 0 0.133 01b19a46-9f97-455a-aba8-b4f7d460e49a
## WARN [11:20:01.294] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:01.295] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:01.295] [bbotk] Proposing a randomly sampled point
## INFO [11:20:01.304] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:01.313] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:01.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:01.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:01.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:01.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:01.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:01.618] [mlr3] Finished benchmark
## INFO [11:20:01.638] [bbotk] Result of batch 878:
## INFO [11:20:01.639] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:01.639] [bbotk] 3 328 TRUE gini 0.7445855 0.6955206 0
## INFO [11:20:01.639] [bbotk] errors runtime_learners uhash
## INFO [11:20:01.639] [bbotk] 0 0.278 3ab4ea0f-1d95-4246-83bb-87fcba2da595
## WARN [11:20:01.643] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:01.643] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:01.643] [bbotk] Proposing a randomly sampled point
## INFO [11:20:01.664] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:01.683] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:01.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:01.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:01.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:01.869] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:01.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:01.980] [mlr3] Finished benchmark
## INFO [11:20:01.999] [bbotk] Result of batch 879:
## INFO [11:20:02.000] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:02.000] [bbotk] 1 205 TRUE gini 0.616023 0.6898627 0
## INFO [11:20:02.000] [bbotk] errors runtime_learners uhash
## INFO [11:20:02.000] [bbotk] 0 0.26 2ed57146-5e9b-42e5-8d20-223a080ff0d8
## WARN [11:20:02.003] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:02.004] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:02.004] [bbotk] Proposing a randomly sampled point
## INFO [11:20:02.013] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:02.022] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:02.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:02.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:02.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:02.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:02.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:02.459] [mlr3] Finished benchmark
## INFO [11:20:02.479] [bbotk] Result of batch 880:
## INFO [11:20:02.480] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:02.480] [bbotk] 2 132 FALSE extratrees 0.9340583 0.6805006 0
## INFO [11:20:02.480] [bbotk] errors runtime_learners uhash
## INFO [11:20:02.480] [bbotk] 0 0.41 b2ccecd4-5276-417a-96ea-d3893588b6da
## WARN [11:20:02.483] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:02.484] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:02.484] [bbotk] Proposing a randomly sampled point
## INFO [11:20:02.493] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:02.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:02.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:02.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:02.674] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:02.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:02.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:02.915] [mlr3] Finished benchmark
## INFO [11:20:02.936] [bbotk] Result of batch 881:
## INFO [11:20:02.937] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:02.937] [bbotk] 1 46 TRUE gini 0.4793019 0.7165991 0
## INFO [11:20:02.937] [bbotk] errors runtime_learners uhash
## INFO [11:20:02.937] [bbotk] 0 0.369 065e775a-4e05-45bb-8eba-8b36a9bc5ec5
## WARN [11:20:02.940] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:02.941] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:02.941] [bbotk] Proposing a randomly sampled point
## INFO [11:20:02.950] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:02.959] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:02.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:03.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:03.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:03.122] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:03.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:03.228] [mlr3] Finished benchmark
## INFO [11:20:03.247] [bbotk] Result of batch 882:
## INFO [11:20:03.248] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:03.248] [bbotk] 5 204 TRUE gini 0.3856484 0.68946 0
## INFO [11:20:03.248] [bbotk] errors runtime_learners uhash
## INFO [11:20:03.248] [bbotk] 0 0.242 f0dadebb-230f-4589-a47f-25d2f2240d70
## WARN [11:20:03.252] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:03.252] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:03.253] [bbotk] Proposing a randomly sampled point
## INFO [11:20:03.261] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:03.271] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:03.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:03.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:03.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:03.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:03.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:03.521] [mlr3] Finished benchmark
## INFO [11:20:03.548] [bbotk] Result of batch 883:
## INFO [11:20:03.550] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:03.550] [bbotk] 4 422 TRUE gini 0.6419081 0.6532537 0
## INFO [11:20:03.550] [bbotk] errors runtime_learners uhash
## INFO [11:20:03.550] [bbotk] 0 0.217 f01e435e-c3dd-46ee-937b-4a1957d35689
## WARN [11:20:03.555] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:03.556] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:03.556] [bbotk] Proposing a randomly sampled point
## INFO [11:20:03.570] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:03.580] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:03.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:03.664] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:03.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:03.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:03.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:03.986] [mlr3] Finished benchmark
## INFO [11:20:04.006] [bbotk] Result of batch 884:
## INFO [11:20:04.007] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:04.007] [bbotk] 5 339 FALSE extratrees 0.997619 0.6916688 0
## INFO [11:20:04.007] [bbotk] errors runtime_learners uhash
## INFO [11:20:04.007] [bbotk] 0 0.38 bf28129c-10f3-4494-884b-a54ff236b646
## WARN [11:20:04.010] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:04.010] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:04.011] [bbotk] Proposing a randomly sampled point
## INFO [11:20:04.020] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:04.029] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:04.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:04.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:04.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:04.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:04.204] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:04.246] [mlr3] Finished benchmark
## INFO [11:20:04.279] [bbotk] Result of batch 885:
## INFO [11:20:04.281] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:04.281] [bbotk] 2 252 FALSE gini 0.3223757 0.6515058 0
## INFO [11:20:04.281] [bbotk] errors runtime_learners uhash
## INFO [11:20:04.281] [bbotk] 0 0.189 97939688-c813-4e33-b270-2edc41c12cba
## WARN [11:20:04.286] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:04.287] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:04.287] [bbotk] Proposing a randomly sampled point
## INFO [11:20:04.305] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:04.323] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:04.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:04.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:04.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:04.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:04.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:04.677] [mlr3] Finished benchmark
## INFO [11:20:04.696] [bbotk] Result of batch 886:
## INFO [11:20:04.697] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:04.697] [bbotk] 1 67 FALSE gini 0.4577241 0.6958936 0
## INFO [11:20:04.697] [bbotk] errors runtime_learners uhash
## INFO [11:20:04.697] [bbotk] 0 0.325 06c8455d-f49e-4e98-90e1-bac17340b877
## WARN [11:20:04.700] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:04.701] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:04.701] [bbotk] Proposing a randomly sampled point
## INFO [11:20:04.710] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:04.719] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:04.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:04.822] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:04.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:05.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:05.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:05.216] [mlr3] Finished benchmark
## INFO [11:20:05.236] [bbotk] Result of batch 887:
## INFO [11:20:05.237] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:05.237] [bbotk] 4 110 TRUE gini 0.771156 0.7196886 0
## INFO [11:20:05.237] [bbotk] errors runtime_learners uhash
## INFO [11:20:05.237] [bbotk] 0 0.467 d5bcbe79-1ad2-46d6-8cb9-1ecf26c6e657
## WARN [11:20:05.241] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:05.241] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:05.242] [bbotk] Proposing a randomly sampled point
## INFO [11:20:05.267] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:05.285] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:05.289] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:05.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:05.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:05.629] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:05.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:05.848] [mlr3] Finished benchmark
## INFO [11:20:05.867] [bbotk] Result of batch 888:
## INFO [11:20:05.868] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:05.868] [bbotk] 2 17 FALSE extratrees 0.4625032 0.705026 0
## INFO [11:20:05.868] [bbotk] errors runtime_learners uhash
## INFO [11:20:05.868] [bbotk] 0 0.525 a6f1f93b-779e-4bb4-90bd-3a640ff401fe
## WARN [11:20:05.872] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:05.872] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:05.872] [bbotk] Proposing a randomly sampled point
## INFO [11:20:05.881] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:05.890] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:05.893] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:05.926] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:05.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:05.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:06.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:06.052] [mlr3] Finished benchmark
## INFO [11:20:06.072] [bbotk] Result of batch 889:
## INFO [11:20:06.073] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:06.073] [bbotk] 3 184 TRUE gini 0.1121304 0.6 0
## INFO [11:20:06.073] [bbotk] errors runtime_learners uhash
## INFO [11:20:06.073] [bbotk] 0 0.137 d7758360-5931-492a-80a1-de78d854678d
## WARN [11:20:06.077] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:06.077] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:06.077] [bbotk] Proposing a randomly sampled point
## INFO [11:20:06.086] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:06.113] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:06.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:06.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:06.262] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:06.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:06.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:06.471] [mlr3] Finished benchmark
## INFO [11:20:06.491] [bbotk] Result of batch 890:
## INFO [11:20:06.492] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:06.492] [bbotk] 2 153 TRUE extratrees 0.5555665 0.704553 0
## INFO [11:20:06.492] [bbotk] errors runtime_learners uhash
## INFO [11:20:06.492] [bbotk] 0 0.318 30c8fd46-8ed2-4208-b65c-87a4070c8440
## WARN [11:20:06.495] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:06.496] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:06.496] [bbotk] Proposing a randomly sampled point
## INFO [11:20:06.505] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:06.514] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:06.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:06.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:06.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:06.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:06.816] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:06.891] [mlr3] Finished benchmark
## INFO [11:20:06.910] [bbotk] Result of batch 891:
## INFO [11:20:06.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:06.911] [bbotk] 1 73 TRUE gini 0.648528 0.7016387 0
## INFO [11:20:06.911] [bbotk] errors runtime_learners uhash
## INFO [11:20:06.911] [bbotk] 0 0.348 d59d41f6-8591-47da-a31c-aa4eb9c5f0b0
## WARN [11:20:06.915] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:06.915] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:06.915] [bbotk] Proposing a randomly sampled point
## INFO [11:20:06.924] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:06.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:06.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:07.041] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:07.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:07.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:07.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:07.425] [mlr3] Finished benchmark
## INFO [11:20:07.447] [bbotk] Result of batch 892:
## INFO [11:20:07.448] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:07.448] [bbotk] 4 179 FALSE extratrees 0.8481179 0.6882141 0
## INFO [11:20:07.448] [bbotk] errors runtime_learners uhash
## INFO [11:20:07.448] [bbotk] 0 0.438 bd29fd61-24c2-4840-a0f9-c43b485d5cc5
## WARN [11:20:07.451] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:07.451] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:07.452] [bbotk] Proposing a randomly sampled point
## INFO [11:20:07.460] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:07.470] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:07.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:07.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:07.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:08.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:08.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:08.487] [mlr3] Finished benchmark
## INFO [11:20:08.507] [bbotk] Result of batch 893:
## INFO [11:20:08.508] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:08.508] [bbotk] 5 10 FALSE extratrees 0.7836599 0.8008315 0
## INFO [11:20:08.508] [bbotk] errors runtime_learners uhash
## INFO [11:20:08.508] [bbotk] 0 0.987 548d5389-ae95-4445-b966-6d3ef52769d4
## WARN [11:20:08.511] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:08.512] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:08.512] [bbotk] Proposing a randomly sampled point
## INFO [11:20:08.521] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:08.530] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:08.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:08.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:08.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:08.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:08.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:08.737] [mlr3] Finished benchmark
## INFO [11:20:08.756] [bbotk] Result of batch 894:
## INFO [11:20:08.757] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:08.757] [bbotk] 4 423 FALSE gini 0.4622987 0.6 0
## INFO [11:20:08.757] [bbotk] errors runtime_learners uhash
## INFO [11:20:08.757] [bbotk] 0 0.152 df981e18-d914-497c-8715-8e45166eb79a
## WARN [11:20:08.761] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:08.761] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:08.761] [bbotk] Proposing a randomly sampled point
## INFO [11:20:08.770] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:08.779] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:08.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:08.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:08.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:08.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:08.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:09.034] [mlr3] Finished benchmark
## INFO [11:20:09.053] [bbotk] Result of batch 895:
## INFO [11:20:09.054] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:09.054] [bbotk] 2 427 FALSE extratrees 0.7166179 0.7345476 0
## INFO [11:20:09.054] [bbotk] errors runtime_learners uhash
## INFO [11:20:09.054] [bbotk] 0 0.228 3e109677-200e-4376-845d-068a882d055b
## WARN [11:20:09.058] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:09.058] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:09.059] [bbotk] Proposing a randomly sampled point
## INFO [11:20:09.067] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:09.077] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:09.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:09.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:09.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:09.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:09.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:09.496] [mlr3] Finished benchmark
## INFO [11:20:09.523] [bbotk] Result of batch 896:
## INFO [11:20:09.524] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:09.524] [bbotk] 4 139 FALSE gini 0.5020967 0.7067129 0
## INFO [11:20:09.524] [bbotk] errors runtime_learners uhash
## INFO [11:20:09.524] [bbotk] 0 0.385 2bc12229-880a-49fc-8f78-9f5432218db8
## WARN [11:20:09.529] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:09.530] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:09.530] [bbotk] Proposing a randomly sampled point
## INFO [11:20:09.539] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:09.548] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:09.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:09.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:09.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:09.753] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:09.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:09.889] [mlr3] Finished benchmark
## INFO [11:20:09.909] [bbotk] Result of batch 897:
## INFO [11:20:09.910] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:09.910] [bbotk] 5 423 TRUE extratrees 0.8756127 0.7285863 0
## INFO [11:20:09.910] [bbotk] errors runtime_learners uhash
## INFO [11:20:09.910] [bbotk] 0 0.313 0f7e2c97-a083-4229-a978-616c803e2e1c
## WARN [11:20:09.913] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:09.914] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:09.914] [bbotk] Proposing a randomly sampled point
## INFO [11:20:09.923] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:09.932] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:09.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:10.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:10.135] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:10.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:10.351] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:10.459] [mlr3] Finished benchmark
## INFO [11:20:10.487] [bbotk] Result of batch 898:
## INFO [11:20:10.488] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:10.488] [bbotk] 5 58 FALSE gini 0.4542666 0.729472 0
## INFO [11:20:10.488] [bbotk] errors runtime_learners uhash
## INFO [11:20:10.488] [bbotk] 0 0.482 8c1751c3-c5fc-4044-8329-6be1409306d3
## WARN [11:20:10.495] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:10.496] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:10.496] [bbotk] Proposing a randomly sampled point
## INFO [11:20:10.513] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:10.522] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:10.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:10.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:10.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:10.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:10.724] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:10.773] [mlr3] Finished benchmark
## INFO [11:20:10.793] [bbotk] Result of batch 899:
## INFO [11:20:10.794] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:10.794] [bbotk] 4 410 TRUE gini 0.7079848 0.6670066 0
## INFO [11:20:10.794] [bbotk] errors runtime_learners uhash
## INFO [11:20:10.794] [bbotk] 0 0.223 5497c0ae-2168-4dd4-8962-c1ab9bb02ecd
## WARN [11:20:10.797] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:10.798] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:10.798] [bbotk] Proposing a randomly sampled point
## INFO [11:20:10.807] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:10.816] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:10.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:10.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:10.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:10.984] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:11.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:11.094] [mlr3] Finished benchmark
## INFO [11:20:11.130] [bbotk] Result of batch 900:
## INFO [11:20:11.132] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:11.132] [bbotk] 2 55 TRUE extratrees 0.1830898 0.7102442 0
## INFO [11:20:11.132] [bbotk] errors runtime_learners uhash
## INFO [11:20:11.132] [bbotk] 0 0.249 1d19961a-3360-4e0b-9091-e301b9cae0bd
## WARN [11:20:11.137] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:11.138] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:11.138] [bbotk] Proposing a randomly sampled point
## INFO [11:20:11.156] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:11.174] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:11.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:11.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:11.241] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:11.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:11.303] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:11.334] [mlr3] Finished benchmark
## INFO [11:20:11.354] [bbotk] Result of batch 901:
## INFO [11:20:11.355] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:11.355] [bbotk] 5 296 TRUE gini 0.2039177 0.6 0
## INFO [11:20:11.355] [bbotk] errors runtime_learners uhash
## INFO [11:20:11.355] [bbotk] 0 0.132 788b8a53-17d4-4fab-a2c7-5c084da69a43
## WARN [11:20:11.358] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:11.359] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:11.359] [bbotk] Proposing a randomly sampled point
## INFO [11:20:11.368] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:11.377] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:11.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:11.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:11.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:11.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:11.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:11.810] [mlr3] Finished benchmark
## INFO [11:20:11.830] [bbotk] Result of batch 902:
## INFO [11:20:11.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:11.831] [bbotk] 1 16 TRUE gini 0.4020585 0.7438403 0
## INFO [11:20:11.831] [bbotk] errors runtime_learners uhash
## INFO [11:20:11.831] [bbotk] 0 0.406 13068cc0-d0e6-4d5e-be4e-726721c6c497
## WARN [11:20:11.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:11.851] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:11.851] [bbotk] Proposing a randomly sampled point
## INFO [11:20:11.868] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:11.887] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:11.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:11.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:12.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:12.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:12.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:12.239] [mlr3] Finished benchmark
## INFO [11:20:12.259] [bbotk] Result of batch 903:
## INFO [11:20:12.260] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:12.260] [bbotk] 4 220 FALSE gini 0.6071537 0.7211174 0
## INFO [11:20:12.260] [bbotk] errors runtime_learners uhash
## INFO [11:20:12.260] [bbotk] 0 0.322 da3ac25c-412a-4aa8-a2dc-c0182a2a3050
## WARN [11:20:12.263] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:12.264] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:12.264] [bbotk] Proposing a randomly sampled point
## INFO [11:20:12.273] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:12.283] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:12.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:12.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:12.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:12.577] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:12.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:12.775] [mlr3] Finished benchmark
## INFO [11:20:12.795] [bbotk] Result of batch 904:
## INFO [11:20:12.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:12.796] [bbotk] 5 138 TRUE gini 0.7167753 0.7144484 0
## INFO [11:20:12.796] [bbotk] errors runtime_learners uhash
## INFO [11:20:12.796] [bbotk] 0 0.465 756307b9-880b-4d8c-ad14-6e55c99582d6
## WARN [11:20:12.800] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:12.800] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:12.801] [bbotk] Proposing a randomly sampled point
## INFO [11:20:12.825] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:12.843] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:12.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:12.957] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:13.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:13.168] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:13.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:13.376] [mlr3] Finished benchmark
## INFO [11:20:13.396] [bbotk] Result of batch 905:
## INFO [11:20:13.397] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:13.397] [bbotk] 5 124 FALSE extratrees 0.7492098 0.6783315 0
## INFO [11:20:13.397] [bbotk] errors runtime_learners uhash
## INFO [11:20:13.397] [bbotk] 0 0.495 9a6bd537-cda6-4fa5-a481-9c953c629dc7
## WARN [11:20:13.400] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:13.400] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:13.401] [bbotk] Proposing a randomly sampled point
## INFO [11:20:13.410] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:13.419] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:13.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:13.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:13.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:13.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:13.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:13.837] [mlr3] Finished benchmark
## INFO [11:20:13.857] [bbotk] Result of batch 906:
## INFO [11:20:13.858] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:13.858] [bbotk] 3 8 TRUE extratrees 0.1596672 0.6998666 0
## INFO [11:20:13.858] [bbotk] errors runtime_learners uhash
## INFO [11:20:13.858] [bbotk] 0 0.389 45df9c70-9c67-4354-916d-6cfddfece838
## WARN [11:20:13.862] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:13.862] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:13.863] [bbotk] Proposing a randomly sampled point
## INFO [11:20:13.872] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:13.903] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:13.907] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:13.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:14.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:14.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:14.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:14.276] [mlr3] Finished benchmark
## INFO [11:20:14.295] [bbotk] Result of batch 907:
## INFO [11:20:14.296] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:14.296] [bbotk] 5 288 FALSE gini 0.837299 0.7278368 0
## INFO [11:20:14.296] [bbotk] errors runtime_learners uhash
## INFO [11:20:14.296] [bbotk] 0 0.338 af3fc870-1005-4298-9ded-b6e021937554
## WARN [11:20:14.300] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:14.300] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:14.301] [bbotk] Proposing a randomly sampled point
## INFO [11:20:14.310] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:14.319] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:14.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:14.396] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:14.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:14.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:14.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:14.693] [mlr3] Finished benchmark
## INFO [11:20:14.713] [bbotk] Result of batch 908:
## INFO [11:20:14.714] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:14.714] [bbotk] 3 206 TRUE extratrees 0.7203625 0.6971437 0
## INFO [11:20:14.714] [bbotk] errors runtime_learners uhash
## INFO [11:20:14.714] [bbotk] 0 0.349 d6c6b643-580c-4c07-8c68-d29c57df0459
## WARN [11:20:14.718] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:14.718] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:14.719] [bbotk] Proposing a randomly sampled point
## INFO [11:20:14.728] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:14.750] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:14.754] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:14.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:14.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:15.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:15.202] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:15.308] [mlr3] Finished benchmark
## INFO [11:20:15.327] [bbotk] Result of batch 909:
## INFO [11:20:15.328] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:15.328] [bbotk] 2 82 TRUE extratrees 0.8793137 0.6899167 0
## INFO [11:20:15.328] [bbotk] errors runtime_learners uhash
## INFO [11:20:15.328] [bbotk] 0 0.517 597c06b2-3e6d-4614-bac4-288bc53574d0
## WARN [11:20:15.332] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:15.332] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:15.333] [bbotk] Proposing a randomly sampled point
## INFO [11:20:15.341] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:15.351] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:15.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:15.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:15.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:15.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:15.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:15.557] [mlr3] Finished benchmark
## INFO [11:20:15.577] [bbotk] Result of batch 910:
## INFO [11:20:15.578] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:15.578] [bbotk] 1 465 TRUE gini 0.6733936 0.6667045 0
## INFO [11:20:15.578] [bbotk] errors runtime_learners uhash
## INFO [11:20:15.578] [bbotk] 0 0.181 9f17a22b-0584-459d-b436-a017db118699
## WARN [11:20:15.582] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:15.582] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:15.583] [bbotk] Proposing a randomly sampled point
## INFO [11:20:15.592] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:15.601] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:15.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:15.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:15.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:15.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:16.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:16.185] [mlr3] Finished benchmark
## INFO [11:20:16.208] [bbotk] Result of batch 911:
## INFO [11:20:16.209] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:16.209] [bbotk] 2 79 TRUE gini 0.9803487 0.7310277 0
## INFO [11:20:16.209] [bbotk] errors runtime_learners uhash
## INFO [11:20:16.209] [bbotk] 0 0.54 d5d6173c-453c-440f-8e7c-2a977c15cbce
## WARN [11:20:16.213] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:16.213] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:16.214] [bbotk] Proposing a randomly sampled point
## INFO [11:20:16.223] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:16.232] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:16.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:16.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:16.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:16.428] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:16.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:16.556] [mlr3] Finished benchmark
## INFO [11:20:16.577] [bbotk] Result of batch 912:
## INFO [11:20:16.578] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:16.578] [bbotk] 3 372 FALSE extratrees 0.9545809 0.7174259 0
## INFO [11:20:16.578] [bbotk] errors runtime_learners uhash
## INFO [11:20:16.578] [bbotk] 0 0.296 d66eac3a-3e0e-4633-9dad-e38f62d654d9
## WARN [11:20:16.581] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:16.582] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:16.582] [bbotk] Proposing a randomly sampled point
## INFO [11:20:16.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:16.600] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:16.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:16.673] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:16.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:16.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:16.895] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:16.971] [mlr3] Finished benchmark
## INFO [11:20:16.999] [bbotk] Result of batch 913:
## INFO [11:20:17.001] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:17.001] [bbotk] 4 101 FALSE gini 0.3258419 0.6992178 0
## INFO [11:20:17.001] [bbotk] errors runtime_learners uhash
## INFO [11:20:17.001] [bbotk] 0 0.338 b7a528b0-1a8e-457b-a6ef-df9925ac79fb
## WARN [11:20:17.007] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:17.008] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:17.008] [bbotk] Proposing a randomly sampled point
## INFO [11:20:17.025] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:17.036] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:17.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:17.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:17.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:17.294] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:17.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:17.463] [mlr3] Finished benchmark
## INFO [11:20:17.483] [bbotk] Result of batch 914:
## INFO [11:20:17.484] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:17.484] [bbotk] 2 72 FALSE extratrees 0.5747952 0.6881446 0
## INFO [11:20:17.484] [bbotk] errors runtime_learners uhash
## INFO [11:20:17.484] [bbotk] 0 0.396 dd51f0dc-0e9e-48ae-91a2-fb826349053c
## WARN [11:20:17.487] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:17.488] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:17.488] [bbotk] Proposing a randomly sampled point
## INFO [11:20:17.497] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:17.507] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:17.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:17.556] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:17.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:17.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:17.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:17.741] [mlr3] Finished benchmark
## INFO [11:20:17.775] [bbotk] Result of batch 915:
## INFO [11:20:17.777] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:17.777] [bbotk] 4 118 FALSE gini 0.1896309 0.6552739 0
## INFO [11:20:17.777] [bbotk] errors runtime_learners uhash
## INFO [11:20:17.777] [bbotk] 0 0.209 935136e0-b6af-44f9-b6f5-8f1381e90226
## WARN [11:20:17.782] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:17.783] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:17.783] [bbotk] Proposing a randomly sampled point
## INFO [11:20:17.801] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:17.820] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:17.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:17.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:17.898] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:17.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:17.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:17.996] [mlr3] Finished benchmark
## INFO [11:20:18.016] [bbotk] Result of batch 916:
## INFO [11:20:18.017] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:18.017] [bbotk] 2 498 FALSE extratrees 0.4522231 0.6 0
## INFO [11:20:18.017] [bbotk] errors runtime_learners uhash
## INFO [11:20:18.017] [bbotk] 0 0.146 0cac71b0-c20b-4704-b488-b212b630e890
## WARN [11:20:18.020] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:18.021] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:18.021] [bbotk] Proposing a randomly sampled point
## INFO [11:20:18.030] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:18.039] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:18.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:18.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:18.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:18.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:18.169] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:18.200] [mlr3] Finished benchmark
## INFO [11:20:18.220] [bbotk] Result of batch 917:
## INFO [11:20:18.221] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:18.221] [bbotk] 4 202 TRUE extratrees 0.1428681 0.6 0
## INFO [11:20:18.221] [bbotk] errors runtime_learners uhash
## INFO [11:20:18.221] [bbotk] 0 0.135 a99d607e-ee97-44e4-859e-a7393301da3d
## WARN [11:20:18.225] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:18.225] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:18.226] [bbotk] Proposing a randomly sampled point
## INFO [11:20:18.234] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:18.257] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:18.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:18.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:18.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:18.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:18.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:18.580] [mlr3] Finished benchmark
## INFO [11:20:18.601] [bbotk] Result of batch 918:
## INFO [11:20:18.602] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:18.602] [bbotk] 1 330 TRUE extratrees 0.6840856 0.730866 0
## INFO [11:20:18.602] [bbotk] errors runtime_learners uhash
## INFO [11:20:18.602] [bbotk] 0 0.282 2f54e449-4b74-44f1-9903-f477370a6b52
## WARN [11:20:18.605] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:18.606] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:18.606] [bbotk] Proposing a randomly sampled point
## INFO [11:20:18.615] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:18.624] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:18.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:18.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:18.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:18.864] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:18.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:19.025] [mlr3] Finished benchmark
## INFO [11:20:19.045] [bbotk] Result of batch 919:
## INFO [11:20:19.046] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:19.046] [bbotk] 1 73 FALSE gini 0.8952338 0.7222903 0
## INFO [11:20:19.046] [bbotk] errors runtime_learners uhash
## INFO [11:20:19.046] [bbotk] 0 0.374 ac985b4e-b7dc-46a5-882e-f58eede488ef
## WARN [11:20:19.050] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:19.050] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:19.051] [bbotk] Proposing a randomly sampled point
## INFO [11:20:19.060] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:19.069] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:19.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:19.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:19.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:19.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:19.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:19.384] [mlr3] Finished benchmark
## INFO [11:20:19.412] [bbotk] Result of batch 920:
## INFO [11:20:19.414] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:19.414] [bbotk] 3 338 TRUE gini 0.6985794 0.6933515 0
## INFO [11:20:19.414] [bbotk] errors runtime_learners uhash
## INFO [11:20:19.414] [bbotk] 0 0.264 40987749-4a85-479a-a101-7d332fa4dc28
## WARN [11:20:19.419] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:19.420] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:19.420] [bbotk] Proposing a randomly sampled point
## INFO [11:20:19.432] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:19.442] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:19.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:19.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:19.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:19.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:19.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:19.693] [mlr3] Finished benchmark
## INFO [11:20:19.713] [bbotk] Result of batch 921:
## INFO [11:20:19.714] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:19.714] [bbotk] 1 292 FALSE gini 0.6383467 0.6882418 0
## INFO [11:20:19.714] [bbotk] errors runtime_learners uhash
## INFO [11:20:19.714] [bbotk] 0 0.224 b45b3158-eb36-42e4-b97a-608e8cbf48e8
## WARN [11:20:19.717] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:19.718] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:19.718] [bbotk] Proposing a randomly sampled point
## INFO [11:20:19.727] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:19.737] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:19.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:19.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:19.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:19.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:19.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:20.047] [mlr3] Finished benchmark
## INFO [11:20:20.088] [bbotk] Result of batch 922:
## INFO [11:20:20.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:20.090] [bbotk] 3 435 TRUE extratrees 0.8781666 0.7304852 0
## INFO [11:20:20.090] [bbotk] errors runtime_learners uhash
## INFO [11:20:20.090] [bbotk] 0 0.283 b7eb8b23-12e0-4a40-98e9-f4c54ac59bd7
## WARN [11:20:20.096] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:20.096] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:20.097] [bbotk] Proposing a randomly sampled point
## INFO [11:20:20.115] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:20.133] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:20.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:20.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:20.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:20.355] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:20.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:20.499] [mlr3] Finished benchmark
## INFO [11:20:20.519] [bbotk] Result of batch 923:
## INFO [11:20:20.520] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:20.520] [bbotk] 3 194 FALSE gini 0.6910542 0.7049388 0
## INFO [11:20:20.520] [bbotk] errors runtime_learners uhash
## INFO [11:20:20.520] [bbotk] 0 0.338 6d147207-b505-4969-bf34-ff2cbbc04835
## WARN [11:20:20.524] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:20.524] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:20.524] [bbotk] Proposing a randomly sampled point
## INFO [11:20:20.534] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:20.544] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:20.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:20.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:20.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:20.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:20.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:20.877] [mlr3] Finished benchmark
## INFO [11:20:20.897] [bbotk] Result of batch 924:
## INFO [11:20:20.898] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:20.898] [bbotk] 1 193 FALSE extratrees 0.704015 0.7122346 0
## INFO [11:20:20.898] [bbotk] errors runtime_learners uhash
## INFO [11:20:20.898] [bbotk] 0 0.305 bfaf2552-d2fb-42a7-83d6-03efcc37c2cc
## WARN [11:20:20.902] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:20.902] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:20.902] [bbotk] Proposing a randomly sampled point
## INFO [11:20:20.930] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:20.949] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:20.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:21.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:21.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:21.221] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:21.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:21.389] [mlr3] Finished benchmark
## INFO [11:20:21.409] [bbotk] Result of batch 925:
## INFO [11:20:21.410] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:21.410] [bbotk] 4 115 TRUE extratrees 0.5700511 0.6900159 0
## INFO [11:20:21.410] [bbotk] errors runtime_learners uhash
## INFO [11:20:21.410] [bbotk] 0 0.402 b6420967-1676-429a-9cd3-1c9665a212b8
## WARN [11:20:21.414] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:21.414] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:21.414] [bbotk] Proposing a randomly sampled point
## INFO [11:20:21.423] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:21.432] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:21.435] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:21.505] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:21.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:21.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:21.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:21.786] [mlr3] Finished benchmark
## INFO [11:20:21.807] [bbotk] Result of batch 926:
## INFO [11:20:21.808] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:21.808] [bbotk] 1 74 FALSE gini 0.531422 0.697628 0
## INFO [11:20:21.808] [bbotk] errors runtime_learners uhash
## INFO [11:20:21.808] [bbotk] 0 0.327 a3380e21-35ec-45ce-a1cc-daf399eb6aaa
## WARN [11:20:21.811] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:21.812] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:21.812] [bbotk] Proposing a randomly sampled point
## INFO [11:20:21.821] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:21.844] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:21.848] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:21.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:21.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:21.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:21.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:22.033] [mlr3] Finished benchmark
## INFO [11:20:22.055] [bbotk] Result of batch 927:
## INFO [11:20:22.056] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:22.056] [bbotk] 5 377 TRUE gini 0.3040246 0.4 0
## INFO [11:20:22.056] [bbotk] errors runtime_learners uhash
## INFO [11:20:22.056] [bbotk] 0 0.146 da9806fb-a994-4776-8874-fd1feabd9d99
## WARN [11:20:22.060] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:22.060] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:22.060] [bbotk] Proposing a randomly sampled point
## INFO [11:20:22.069] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:22.078] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:22.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:22.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:22.143] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:22.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:22.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:22.234] [mlr3] Finished benchmark
## INFO [11:20:22.254] [bbotk] Result of batch 928:
## INFO [11:20:22.255] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:22.255] [bbotk] 2 332 TRUE extratrees 0.3559058 0.6 0
## INFO [11:20:22.255] [bbotk] errors runtime_learners uhash
## INFO [11:20:22.255] [bbotk] 0 0.129 47ef8d32-f003-4195-adb1-7358511b5ce5
## WARN [11:20:22.259] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:22.259] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:22.259] [bbotk] Proposing a randomly sampled point
## INFO [11:20:22.269] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:22.278] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:22.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:22.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:22.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:22.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:22.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:22.654] [mlr3] Finished benchmark
## INFO [11:20:22.682] [bbotk] Result of batch 929:
## INFO [11:20:22.684] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:22.684] [bbotk] 4 249 FALSE gini 0.7105278 0.7296521 0
## INFO [11:20:22.684] [bbotk] errors runtime_learners uhash
## INFO [11:20:22.684] [bbotk] 0 0.342 a7d95ea9-1629-4af0-bdb8-c171fda93192
## WARN [11:20:22.690] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:22.690] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:22.691] [bbotk] Proposing a randomly sampled point
## INFO [11:20:22.705] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:22.715] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:22.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:22.916] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:23.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:23.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:23.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:23.715] [mlr3] Finished benchmark
## INFO [11:20:23.735] [bbotk] Result of batch 930:
## INFO [11:20:23.736] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:23.736] [bbotk] 5 7 FALSE gini 0.696084 0.8001776 0
## INFO [11:20:23.736] [bbotk] errors runtime_learners uhash
## INFO [11:20:23.736] [bbotk] 0 0.972 690ebdb4-dc44-4a65-af61-3d2d59be8505
## WARN [11:20:23.740] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:23.740] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:23.740] [bbotk] Proposing a randomly sampled point
## INFO [11:20:23.749] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:23.759] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:23.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:23.849] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:23.935] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:24.037] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:24.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:24.225] [mlr3] Finished benchmark
## INFO [11:20:24.254] [bbotk] Result of batch 931:
## INFO [11:20:24.255] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:24.255] [bbotk] 5 124 FALSE extratrees 0.5669323 0.6900159 0
## INFO [11:20:24.255] [bbotk] errors runtime_learners uhash
## INFO [11:20:24.255] [bbotk] 0 0.418 b373b67f-f9fc-45bf-b9a5-b5af8ac44cf5
## WARN [11:20:24.261] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:24.262] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:24.262] [bbotk] Proposing a randomly sampled point
## INFO [11:20:24.278] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:24.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:24.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:24.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:24.371] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:24.411] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:24.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:24.491] [mlr3] Finished benchmark
## INFO [11:20:24.511] [bbotk] Result of batch 932:
## INFO [11:20:24.512] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:24.512] [bbotk] 3 327 TRUE gini 0.4406709 0.6513845 0
## INFO [11:20:24.512] [bbotk] errors runtime_learners uhash
## INFO [11:20:24.512] [bbotk] 0 0.18 52cf759e-456b-49af-834d-c683a54b7295
## WARN [11:20:24.516] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:24.516] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:24.516] [bbotk] Proposing a randomly sampled point
## INFO [11:20:24.525] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:24.535] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:24.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:24.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:24.607] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:24.642] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:24.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:24.711] [mlr3] Finished benchmark
## INFO [11:20:24.749] [bbotk] Result of batch 933:
## INFO [11:20:24.751] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:24.751] [bbotk] 4 377 FALSE gini 0.3168668 0.6 0
## INFO [11:20:24.751] [bbotk] errors runtime_learners uhash
## INFO [11:20:24.751] [bbotk] 0 0.15 4a053b05-769a-424f-9e87-230d8ce3dd33
## WARN [11:20:24.757] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:24.757] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:24.758] [bbotk] Proposing a randomly sampled point
## INFO [11:20:24.776] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:24.794] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:24.798] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:24.852] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:24.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:24.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:25.005] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:25.055] [mlr3] Finished benchmark
## INFO [11:20:25.074] [bbotk] Result of batch 934:
## INFO [11:20:25.075] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:25.075] [bbotk] 2 437 FALSE extratrees 0.7282471 0.7345476 0
## INFO [11:20:25.075] [bbotk] errors runtime_learners uhash
## INFO [11:20:25.075] [bbotk] 0 0.232 b22883d7-2e68-42c0-affb-fa95c1e861f7
## WARN [11:20:25.079] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:25.079] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:25.080] [bbotk] Proposing a randomly sampled point
## INFO [11:20:25.088] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:25.098] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:25.100] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:25.154] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:25.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:25.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:25.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:25.367] [mlr3] Finished benchmark
## INFO [11:20:25.387] [bbotk] Result of batch 935:
## INFO [11:20:25.388] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:25.388] [bbotk] 5 390 TRUE gini 0.6906194 0.6670066 0
## INFO [11:20:25.388] [bbotk] errors runtime_learners uhash
## INFO [11:20:25.388] [bbotk] 0 0.242 65cab35c-1980-444f-8542-b2864172e266
## WARN [11:20:25.391] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:25.392] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:25.392] [bbotk] Proposing a randomly sampled point
## INFO [11:20:25.417] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:25.436] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:25.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:25.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:25.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:25.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:25.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:25.615] [mlr3] Finished benchmark
## INFO [11:20:25.635] [bbotk] Result of batch 936:
## INFO [11:20:25.636] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:25.636] [bbotk] 5 488 TRUE gini 0.2415514 0.6 0
## INFO [11:20:25.636] [bbotk] errors runtime_learners uhash
## INFO [11:20:25.636] [bbotk] 0 0.139 e07b05bb-c47e-4e74-b772-9629405ba20f
## WARN [11:20:25.640] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:25.640] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:25.641] [bbotk] Proposing a randomly sampled point
## INFO [11:20:25.650] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:25.659] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:25.662] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:25.729] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:25.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:25.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:25.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:25.981] [mlr3] Finished benchmark
## INFO [11:20:26.001] [bbotk] Result of batch 937:
## INFO [11:20:26.002] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:26.002] [bbotk] 4 275 FALSE gini 0.6696728 0.7246934 0
## INFO [11:20:26.002] [bbotk] errors runtime_learners uhash
## INFO [11:20:26.002] [bbotk] 0 0.293 42e7567f-6a21-4ed6-b575-f1ed1250a8bf
## WARN [11:20:26.005] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:26.006] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:26.006] [bbotk] Proposing a randomly sampled point
## INFO [11:20:26.015] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:26.025] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:26.027] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:26.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:26.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:26.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:26.329] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:26.399] [mlr3] Finished benchmark
## INFO [11:20:26.421] [bbotk] Result of batch 938:
## INFO [11:20:26.422] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:26.422] [bbotk] 1 143 FALSE gini 0.8734381 0.6978464 0
## INFO [11:20:26.422] [bbotk] errors runtime_learners uhash
## INFO [11:20:26.422] [bbotk] 0 0.32 e2b14903-7017-484f-bd60-d298ba61ff63
## WARN [11:20:26.426] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:26.426] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:26.427] [bbotk] Proposing a randomly sampled point
## INFO [11:20:26.435] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:26.445] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:26.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:26.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:26.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:26.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:26.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:26.733] [mlr3] Finished benchmark
## INFO [11:20:26.753] [bbotk] Result of batch 939:
## INFO [11:20:26.754] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:26.754] [bbotk] 1 148 FALSE gini 0.4640125 0.6921013 0
## INFO [11:20:26.754] [bbotk] errors runtime_learners uhash
## INFO [11:20:26.754] [bbotk] 0 0.262 ecefe2a4-f7de-4ca5-8e91-da3c65d0d3a8
## WARN [11:20:26.757] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:26.758] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:26.758] [bbotk] Proposing a randomly sampled point
## INFO [11:20:26.767] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:26.777] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:26.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:26.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:26.858] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:26.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:26.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:26.971] [mlr3] Finished benchmark
## INFO [11:20:26.999] [bbotk] Result of batch 940:
## INFO [11:20:27.001] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:27.001] [bbotk] 1 313 TRUE extratrees 0.1900533 0.6 0
## INFO [11:20:27.001] [bbotk] errors runtime_learners uhash
## INFO [11:20:27.001] [bbotk] 0 0.155 73bbe19c-1097-4b88-8461-466d1a4f4117
## WARN [11:20:27.006] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:27.007] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:27.007] [bbotk] Proposing a randomly sampled point
## INFO [11:20:27.018] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:27.027] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:27.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:27.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:27.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:27.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:27.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:27.209] [mlr3] Finished benchmark
## INFO [11:20:27.229] [bbotk] Result of batch 941:
## INFO [11:20:27.230] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:27.230] [bbotk] 5 270 FALSE gini 0.2130737 0.4 0
## INFO [11:20:27.230] [bbotk] errors runtime_learners uhash
## INFO [11:20:27.230] [bbotk] 0 0.156 1da4e23f-87ec-40be-895a-d3c3ac4d7ffc
## WARN [11:20:27.234] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:27.234] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:27.235] [bbotk] Proposing a randomly sampled point
## INFO [11:20:27.244] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:27.253] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:27.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:27.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:27.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:27.350] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:27.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:27.433] [mlr3] Finished benchmark
## INFO [11:20:27.462] [bbotk] Result of batch 942:
## INFO [11:20:27.463] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:27.463] [bbotk] 1 171 TRUE extratrees 0.1741502 0.8 0
## INFO [11:20:27.463] [bbotk] errors runtime_learners uhash
## INFO [11:20:27.463] [bbotk] 0 0.137 6161446c-7169-4f14-a931-5986ae15dffe
## WARN [11:20:27.469] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:27.470] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:27.470] [bbotk] Proposing a randomly sampled point
## INFO [11:20:27.487] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:27.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:27.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:27.587] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:27.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:27.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:27.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:27.914] [mlr3] Finished benchmark
## INFO [11:20:27.934] [bbotk] Result of batch 943:
## INFO [11:20:27.935] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:27.935] [bbotk] 3 215 FALSE extratrees 0.9462513 0.6882141 0
## INFO [11:20:27.935] [bbotk] errors runtime_learners uhash
## INFO [11:20:27.935] [bbotk] 0 0.384 a0a97752-d661-428d-8aec-4a862927536d
## WARN [11:20:27.939] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:27.940] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:27.940] [bbotk] Proposing a randomly sampled point
## INFO [11:20:27.949] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:27.959] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:27.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:27.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:28.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:28.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:28.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:28.140] [mlr3] Finished benchmark
## INFO [11:20:28.178] [bbotk] Result of batch 944:
## INFO [11:20:28.180] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:28.180] [bbotk] 5 408 FALSE extratrees 0.2453667 0.6 0
## INFO [11:20:28.180] [bbotk] errors runtime_learners uhash
## INFO [11:20:28.180] [bbotk] 0 0.155 df362b54-187b-4b85-a905-e54294bdd507
## WARN [11:20:28.185] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:28.186] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:28.187] [bbotk] Proposing a randomly sampled point
## INFO [11:20:28.205] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:28.223] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:28.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:28.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:28.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:28.509] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:28.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:28.696] [mlr3] Finished benchmark
## INFO [11:20:28.716] [bbotk] Result of batch 945:
## INFO [11:20:28.717] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:28.717] [bbotk] 5 240 FALSE extratrees 0.9254616 0.693689 0
## INFO [11:20:28.717] [bbotk] errors runtime_learners uhash
## INFO [11:20:28.717] [bbotk] 0 0.44 2c3b5341-f0f3-4f75-9cb4-aa677bf802d1
## WARN [11:20:28.721] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:28.721] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:28.721] [bbotk] Proposing a randomly sampled point
## INFO [11:20:28.730] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:28.740] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:28.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:28.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:28.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:29.077] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:29.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:29.301] [mlr3] Finished benchmark
## INFO [11:20:29.343] [bbotk] Result of batch 946:
## INFO [11:20:29.344] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:29.344] [bbotk] 2 13 FALSE extratrees 0.4276881 0.7109895 0
## INFO [11:20:29.344] [bbotk] errors runtime_learners uhash
## INFO [11:20:29.344] [bbotk] 0 0.531 6f934213-6842-4bfb-b810-91f654cd3768
## WARN [11:20:29.350] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:29.351] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:29.351] [bbotk] Proposing a randomly sampled point
## INFO [11:20:29.369] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:29.388] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:29.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:29.448] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:29.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:29.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:29.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:29.668] [mlr3] Finished benchmark
## INFO [11:20:29.688] [bbotk] Result of batch 947:
## INFO [11:20:29.689] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:29.689] [bbotk] 4 370 FALSE extratrees 0.6663105 0.7306065 0
## INFO [11:20:29.689] [bbotk] errors runtime_learners uhash
## INFO [11:20:29.689] [bbotk] 0 0.251 9533ae04-8e1e-46b1-8394-4cf4698c3207
## WARN [11:20:29.693] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:29.693] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:29.694] [bbotk] Proposing a randomly sampled point
## INFO [11:20:29.703] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:29.712] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:29.715] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:29.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:29.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:30.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:30.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:30.405] [mlr3] Finished benchmark
## INFO [11:20:30.434] [bbotk] Result of batch 948:
## INFO [11:20:30.436] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:30.436] [bbotk] 1 4 FALSE gini 0.7549913 0.8133228 0
## INFO [11:20:30.436] [bbotk] errors runtime_learners uhash
## INFO [11:20:30.436] [bbotk] 0 0.662 acd054b7-02c5-40a6-abca-2b89a09ab91c
## WARN [11:20:30.442] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:30.442] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:30.443] [bbotk] Proposing a randomly sampled point
## INFO [11:20:30.460] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:30.474] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:30.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:30.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:30.542] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:30.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:30.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:30.640] [mlr3] Finished benchmark
## INFO [11:20:30.660] [bbotk] Result of batch 949:
## INFO [11:20:30.661] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:30.661] [bbotk] 4 401 TRUE gini 0.1040615 0.6 0
## INFO [11:20:30.661] [bbotk] errors runtime_learners uhash
## INFO [11:20:30.661] [bbotk] 0 0.136 fecf944d-95e1-4150-95f3-900b5c1f89d1
## WARN [11:20:30.665] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:30.665] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:30.665] [bbotk] Proposing a randomly sampled point
## INFO [11:20:30.674] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:30.684] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:30.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:30.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:30.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:30.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:30.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:30.955] [mlr3] Finished benchmark
## INFO [11:20:30.997] [bbotk] Result of batch 950:
## INFO [11:20:30.998] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:30.998] [bbotk] 1 128 FALSE gini 0.3259694 0.6897954 0
## INFO [11:20:30.998] [bbotk] errors runtime_learners uhash
## INFO [11:20:30.998] [bbotk] 0 0.245 77250ef8-1697-4cbc-89ff-8aaace866c2e
## WARN [11:20:31.004] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:31.005] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:31.005] [bbotk] Proposing a randomly sampled point
## INFO [11:20:31.023] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:31.042] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:31.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:31.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:31.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:31.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:31.274] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:31.330] [mlr3] Finished benchmark
## INFO [11:20:31.350] [bbotk] Result of batch 951:
## INFO [11:20:31.351] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:31.351] [bbotk] 3 382 FALSE extratrees 0.7695206 0.7288047 0
## INFO [11:20:31.351] [bbotk] errors runtime_learners uhash
## INFO [11:20:31.351] [bbotk] 0 0.258 be326908-043d-43fe-aac7-344c04d58da2
## WARN [11:20:31.355] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:31.355] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:31.356] [bbotk] Proposing a randomly sampled point
## INFO [11:20:31.365] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:31.374] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:31.377] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:31.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:31.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:31.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:31.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:31.625] [mlr3] Finished benchmark
## INFO [11:20:31.661] [bbotk] Result of batch 952:
## INFO [11:20:31.663] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:31.663] [bbotk] 4 453 FALSE gini 0.8282123 0.7145207 0
## INFO [11:20:31.663] [bbotk] errors runtime_learners uhash
## INFO [11:20:31.663] [bbotk] 0 0.224 b56f388b-92b7-4593-a943-98bcdc5619f7
## WARN [11:20:31.668] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:31.669] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:31.670] [bbotk] Proposing a randomly sampled point
## INFO [11:20:31.688] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:31.706] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:31.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:31.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:31.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:31.928] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:31.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:32.068] [mlr3] Finished benchmark
## INFO [11:20:32.088] [bbotk] Result of batch 953:
## INFO [11:20:32.089] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:32.089] [bbotk] 4 110 FALSE extratrees 0.3904969 0.693689 0
## INFO [11:20:32.089] [bbotk] errors runtime_learners uhash
## INFO [11:20:32.089] [bbotk] 0 0.329 701e8d02-e301-4dcf-be39-2b81455befc1
## WARN [11:20:32.093] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:32.093] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:32.093] [bbotk] Proposing a randomly sampled point
## INFO [11:20:32.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:32.112] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:32.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:32.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:32.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:32.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:32.488] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:32.581] [mlr3] Finished benchmark
## INFO [11:20:32.617] [bbotk] Result of batch 954:
## INFO [11:20:32.619] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:32.619] [bbotk] 4 133 FALSE extratrees 0.7571764 0.6763113 0
## INFO [11:20:32.619] [bbotk] errors runtime_learners uhash
## INFO [11:20:32.619] [bbotk] 0 0.441 f39f29c2-6017-4d42-b4ee-d0e19993add2
## WARN [11:20:32.625] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:32.625] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:32.626] [bbotk] Proposing a randomly sampled point
## INFO [11:20:32.644] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:32.663] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:32.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:32.738] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:32.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:32.875] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:32.944] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:33.012] [mlr3] Finished benchmark
## INFO [11:20:33.032] [bbotk] Result of batch 955:
## INFO [11:20:33.033] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:33.033] [bbotk] 3 143 TRUE extratrees 0.5130013 0.6953419 0
## INFO [11:20:33.033] [bbotk] errors runtime_learners uhash
## INFO [11:20:33.033] [bbotk] 0 0.319 d0b178b5-a5c7-4074-9b70-f6d21b4d9666
## WARN [11:20:33.037] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:33.037] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:33.037] [bbotk] Proposing a randomly sampled point
## INFO [11:20:33.046] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:33.056] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:33.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:33.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:33.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:33.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:33.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:33.245] [mlr3] Finished benchmark
## INFO [11:20:33.264] [bbotk] Result of batch 956:
## INFO [11:20:33.310] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:33.310] [bbotk] 4 118 FALSE extratrees 0.1205092 0.6 0
## INFO [11:20:33.310] [bbotk] errors runtime_learners uhash
## INFO [11:20:33.310] [bbotk] 0 0.163 0394b9f5-a7b8-4c41-a428-dc5fad3dc84f
## WARN [11:20:33.316] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:33.316] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:33.317] [bbotk] Proposing a randomly sampled point
## INFO [11:20:33.333] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:33.353] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:33.357] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:33.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:33.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:33.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:33.575] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:33.624] [mlr3] Finished benchmark
## INFO [11:20:33.644] [bbotk] Result of batch 957:
## INFO [11:20:33.645] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:33.645] [bbotk] 3 430 FALSE extratrees 0.6521635 0.7271518 0
## INFO [11:20:33.645] [bbotk] errors runtime_learners uhash
## INFO [11:20:33.645] [bbotk] 0 0.234 5508cbcf-abb5-48e8-8114-471252658662
## WARN [11:20:33.649] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:33.649] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:33.649] [bbotk] Proposing a randomly sampled point
## INFO [11:20:33.658] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:33.668] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:33.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:33.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:33.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:33.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:33.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:33.889] [mlr3] Finished benchmark
## INFO [11:20:33.909] [bbotk] Result of batch 958:
## INFO [11:20:33.910] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:33.910] [bbotk] 2 105 FALSE gini 0.1295463 0.667225 0
## INFO [11:20:33.910] [bbotk] errors runtime_learners uhash
## INFO [11:20:33.910] [bbotk] 0 0.193 2f19f203-47e8-420b-a6cf-d381f67016c9
## WARN [11:20:33.914] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:33.914] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:33.915] [bbotk] Proposing a randomly sampled point
## INFO [11:20:33.924] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:33.933] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:33.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:34.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:34.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:34.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:34.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:34.492] [mlr3] Finished benchmark
## INFO [11:20:34.520] [bbotk] Result of batch 959:
## INFO [11:20:34.521] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:34.521] [bbotk] 2 67 TRUE gini 0.9559118 0.7314603 0
## INFO [11:20:34.521] [bbotk] errors runtime_learners uhash
## INFO [11:20:34.521] [bbotk] 0 0.503 e5d25764-ac9a-422f-a47c-184a59025643
## WARN [11:20:34.526] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:34.527] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:34.527] [bbotk] Proposing a randomly sampled point
## INFO [11:20:34.536] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:34.546] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:34.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:34.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:34.610] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:34.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:34.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:34.702] [mlr3] Finished benchmark
## INFO [11:20:34.722] [bbotk] Result of batch 960:
## INFO [11:20:34.723] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:34.723] [bbotk] 2 376 TRUE extratrees 0.3653907 0.4 0
## INFO [11:20:34.723] [bbotk] errors runtime_learners uhash
## INFO [11:20:34.723] [bbotk] 0 0.129 52341891-ad17-48f2-bf66-61ec369348a9
## WARN [11:20:34.727] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:34.727] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:34.728] [bbotk] Proposing a randomly sampled point
## INFO [11:20:34.737] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:34.746] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:34.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:34.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:34.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:35.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:35.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:35.367] [mlr3] Finished benchmark
## INFO [11:20:35.396] [bbotk] Result of batch 961:
## INFO [11:20:35.398] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:35.398] [bbotk] 5 36 FALSE gini 0.4744428 0.7503597 0
## INFO [11:20:35.398] [bbotk] errors runtime_learners uhash
## INFO [11:20:35.398] [bbotk] 0 0.573 6f761206-e96a-4e90-99d0-4e889987edf3
## WARN [11:20:35.404] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:35.404] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:35.405] [bbotk] Proposing a randomly sampled point
## INFO [11:20:35.422] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:35.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:35.441] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:35.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:35.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:35.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:35.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:35.928] [mlr3] Finished benchmark
## INFO [11:20:35.949] [bbotk] Result of batch 962:
## INFO [11:20:35.950] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:35.950] [bbotk] 4 7 TRUE extratrees 0.2149974 0.7236574 0
## INFO [11:20:35.950] [bbotk] errors runtime_learners uhash
## INFO [11:20:35.950] [bbotk] 0 0.46 15871451-8ef6-49bc-976f-106185db71ab
## WARN [11:20:35.953] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:35.954] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:35.954] [bbotk] Proposing a randomly sampled point
## INFO [11:20:35.963] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:35.973] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:35.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:36.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:36.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:36.124] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:36.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:36.241] [mlr3] Finished benchmark
## INFO [11:20:36.269] [bbotk] Result of batch 963:
## INFO [11:20:36.271] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:36.271] [bbotk] 1 229 FALSE extratrees 0.3568153 0.7421753 0
## INFO [11:20:36.271] [bbotk] errors runtime_learners uhash
## INFO [11:20:36.271] [bbotk] 0 0.241 35b9f4b9-823e-4fc1-b1ee-e60cc6fafe1b
## WARN [11:20:36.276] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:36.277] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:36.277] [bbotk] Proposing a randomly sampled point
## INFO [11:20:36.296] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:36.315] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:36.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:36.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:36.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:36.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:36.492] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:36.532] [mlr3] Finished benchmark
## INFO [11:20:36.553] [bbotk] Result of batch 964:
## INFO [11:20:36.554] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:36.554] [bbotk] 2 278 TRUE gini 0.457622 0.6553519 0
## INFO [11:20:36.554] [bbotk] errors runtime_learners uhash
## INFO [11:20:36.554] [bbotk] 0 0.184 b975e6b2-4258-4546-8f81-7ea3fd7d07d7
## WARN [11:20:36.557] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:36.557] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:36.558] [bbotk] Proposing a randomly sampled point
## INFO [11:20:36.567] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:36.576] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:36.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:36.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:36.800] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:36.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:37.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:37.138] [mlr3] Finished benchmark
## INFO [11:20:37.158] [bbotk] Result of batch 965:
## INFO [11:20:37.159] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:37.159] [bbotk] 5 58 TRUE gini 0.603894 0.7330458 0
## INFO [11:20:37.159] [bbotk] errors runtime_learners uhash
## INFO [11:20:37.159] [bbotk] 0 0.533 f235dd01-2c16-455e-97e4-7f790d9e9e62
## WARN [11:20:37.163] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:37.163] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:37.164] [bbotk] Proposing a randomly sampled point
## INFO [11:20:37.194] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:37.213] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:37.217] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:37.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:37.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:37.480] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:37.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:37.648] [mlr3] Finished benchmark
## INFO [11:20:37.669] [bbotk] Result of batch 966:
## INFO [11:20:37.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:37.670] [bbotk] 2 141 TRUE gini 0.8939054 0.7107327 0
## INFO [11:20:37.670] [bbotk] errors runtime_learners uhash
## INFO [11:20:37.670] [bbotk] 0 0.395 7436d0b6-3ba5-4873-9094-c57204338b29
## WARN [11:20:37.674] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:37.674] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:37.674] [bbotk] Proposing a randomly sampled point
## INFO [11:20:37.683] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:37.692] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:37.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:37.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:37.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:37.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:37.979] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:38.050] [mlr3] Finished benchmark
## INFO [11:20:38.070] [bbotk] Result of batch 967:
## INFO [11:20:38.071] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:38.071] [bbotk] 2 250 TRUE gini 0.9453492 0.6954908 0
## INFO [11:20:38.071] [bbotk] errors runtime_learners uhash
## INFO [11:20:38.071] [bbotk] 0 0.328 6a18d046-8971-4664-b0c4-d976946d137f
## WARN [11:20:38.075] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:38.076] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:38.076] [bbotk] Proposing a randomly sampled point
## INFO [11:20:38.085] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:38.111] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:38.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:38.181] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:38.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:38.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:38.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:38.441] [mlr3] Finished benchmark
## INFO [11:20:38.469] [bbotk] Result of batch 968:
## INFO [11:20:38.470] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:38.470] [bbotk] 3 212 TRUE gini 0.5090635 0.6955879 0
## INFO [11:20:38.470] [bbotk] errors runtime_learners uhash
## INFO [11:20:38.470] [bbotk] 0 0.285 00dec2a5-aeed-4f55-9a43-c6cc00d1f959
## WARN [11:20:38.473] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:38.474] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:38.474] [bbotk] Proposing a randomly sampled point
## INFO [11:20:38.483] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:38.493] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:38.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:38.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:38.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:38.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:38.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:38.767] [mlr3] Finished benchmark
## INFO [11:20:38.787] [bbotk] Result of batch 969:
## INFO [11:20:38.788] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:38.788] [bbotk] 2 366 TRUE gini 0.7719161 0.6953695 0
## INFO [11:20:38.788] [bbotk] errors runtime_learners uhash
## INFO [11:20:38.788] [bbotk] 0 0.246 2b2b3a01-0843-42f9-a7de-91d1ae8fe9b7
## WARN [11:20:38.792] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:38.792] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:38.793] [bbotk] Proposing a randomly sampled point
## INFO [11:20:38.802] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:38.811] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:38.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:38.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:38.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:39.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:39.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:39.233] [mlr3] Finished benchmark
## INFO [11:20:39.262] [bbotk] Result of batch 970:
## INFO [11:20:39.263] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:39.263] [bbotk] 5 61 TRUE extratrees 0.3267906 0.6879957 0
## INFO [11:20:39.263] [bbotk] errors runtime_learners uhash
## INFO [11:20:39.263] [bbotk] 0 0.372 aab720be-0f28-41d4-a1ab-61043c60fe4a
## WARN [11:20:39.269] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:39.270] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:39.270] [bbotk] Proposing a randomly sampled point
## INFO [11:20:39.287] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:39.300] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:39.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:39.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:39.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:39.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:39.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:39.591] [mlr3] Finished benchmark
## INFO [11:20:39.612] [bbotk] Result of batch 971:
## INFO [11:20:39.613] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:39.613] [bbotk] 3 350 FALSE gini 0.8646077 0.7049664 0
## INFO [11:20:39.613] [bbotk] errors runtime_learners uhash
## INFO [11:20:39.613] [bbotk] 0 0.265 3fa6cf4b-9370-4296-8730-c86573117631
## WARN [11:20:39.617] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:39.617] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:39.617] [bbotk] Proposing a randomly sampled point
## INFO [11:20:39.626] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:39.636] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:39.638] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:39.723] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:39.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:39.891] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:39.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:40.080] [mlr3] Finished benchmark
## INFO [11:20:40.108] [bbotk] Result of batch 972:
## INFO [11:20:40.110] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:40.110] [bbotk] 4 112 FALSE extratrees 0.5718096 0.6897975 0
## INFO [11:20:40.110] [bbotk] errors runtime_learners uhash
## INFO [11:20:40.110] [bbotk] 0 0.399 79fb0ef7-81aa-4980-bc42-966e7d9a99ce
## WARN [11:20:40.116] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:40.117] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:40.117] [bbotk] Proposing a randomly sampled point
## INFO [11:20:40.135] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:40.154] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:40.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:40.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:40.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:40.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:40.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:40.340] [mlr3] Finished benchmark
## INFO [11:20:40.360] [bbotk] Result of batch 973:
## INFO [11:20:40.361] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:40.361] [bbotk] 3 426 FALSE extratrees 0.267761 0.6 0
## INFO [11:20:40.361] [bbotk] errors runtime_learners uhash
## INFO [11:20:40.361] [bbotk] 0 0.155 7225c2d7-3541-4fea-9efc-7d68d32f42af
## WARN [11:20:40.364] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:40.365] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:40.365] [bbotk] Proposing a randomly sampled point
## INFO [11:20:40.374] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:40.384] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:40.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:40.479] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:40.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:40.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:40.763] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:40.855] [mlr3] Finished benchmark
## INFO [11:20:40.889] [bbotk] Result of batch 974:
## INFO [11:20:40.891] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:40.891] [bbotk] 3 177 TRUE extratrees 0.9092226 0.6900159 0
## INFO [11:20:40.891] [bbotk] errors runtime_learners uhash
## INFO [11:20:40.891] [bbotk] 0 0.442 0da055a7-aa03-44e6-9549-710a7a1f98ba
## WARN [11:20:40.896] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:40.897] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:40.897] [bbotk] Proposing a randomly sampled point
## INFO [11:20:40.915] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:40.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:40.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:40.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:41.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:41.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:41.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:41.111] [mlr3] Finished benchmark
## INFO [11:20:41.132] [bbotk] Result of batch 975:
## INFO [11:20:41.133] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:41.133] [bbotk] 4 318 TRUE gini 0.3245969 0.6 0
## INFO [11:20:41.133] [bbotk] errors runtime_learners uhash
## INFO [11:20:41.133] [bbotk] 0 0.139 3337d940-aabf-4493-b99d-fdd1f5475c8b
## WARN [11:20:41.136] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:41.137] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:41.137] [bbotk] Proposing a randomly sampled point
## INFO [11:20:41.146] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:41.155] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:41.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:41.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:41.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:41.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:41.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:41.561] [mlr3] Finished benchmark
## INFO [11:20:41.582] [bbotk] Result of batch 976:
## INFO [11:20:41.583] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:41.583] [bbotk] 1 83 FALSE extratrees 0.6450627 0.6861244 0
## INFO [11:20:41.583] [bbotk] errors runtime_learners uhash
## INFO [11:20:41.583] [bbotk] 0 0.376 61971363-9bb0-4cde-9b93-7af58607bf7f
## WARN [11:20:41.586] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:41.587] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:41.587] [bbotk] Proposing a randomly sampled point
## INFO [11:20:41.611] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:41.629] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:41.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:41.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:41.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:41.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:41.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:41.921] [mlr3] Finished benchmark
## INFO [11:20:41.943] [bbotk] Result of batch 977:
## INFO [11:20:41.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:41.944] [bbotk] 5 260 FALSE extratrees 0.4099581 0.7215578 0
## INFO [11:20:41.944] [bbotk] errors runtime_learners uhash
## INFO [11:20:41.944] [bbotk] 0 0.249 c332e1c4-d736-4a1c-973e-b417defa8fce
## WARN [11:20:41.947] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:41.948] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:41.948] [bbotk] Proposing a randomly sampled point
## INFO [11:20:41.957] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:41.966] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:41.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:42.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:42.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:42.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:42.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:42.448] [mlr3] Finished benchmark
## INFO [11:20:42.468] [bbotk] Result of batch 978:
## INFO [11:20:42.469] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:42.469] [bbotk] 1 10 FALSE extratrees 0.2760718 0.6977791 0
## INFO [11:20:42.469] [bbotk] errors runtime_learners uhash
## INFO [11:20:42.469] [bbotk] 0 0.451 66265f4d-5879-441d-be3b-c5d3c509c675
## WARN [11:20:42.473] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:42.474] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:42.474] [bbotk] Proposing a randomly sampled point
## INFO [11:20:42.483] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:42.511] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:42.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:42.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:42.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:42.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:42.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:42.895] [mlr3] Finished benchmark
## INFO [11:20:42.920] [bbotk] Result of batch 979:
## INFO [11:20:42.921] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:42.921] [bbotk] 1 339 TRUE extratrees 0.9827379 0.7196865 0
## INFO [11:20:42.921] [bbotk] errors runtime_learners uhash
## INFO [11:20:42.921] [bbotk] 0 0.34 9a8d25d4-f521-4f77-b659-6d2e55c444a3
## WARN [11:20:42.925] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:42.926] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:42.926] [bbotk] Proposing a randomly sampled point
## INFO [11:20:42.935] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:42.944] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:42.947] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:43.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:43.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:43.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:43.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:43.270] [mlr3] Finished benchmark
## INFO [11:20:43.290] [bbotk] Result of batch 980:
## INFO [11:20:43.291] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:43.291] [bbotk] 1 235 TRUE gini 0.9665904 0.6918829 0
## INFO [11:20:43.291] [bbotk] errors runtime_learners uhash
## INFO [11:20:43.291] [bbotk] 0 0.298 466e0f10-ce13-4b98-acc1-1a5e9ed77395
## WARN [11:20:43.295] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:43.296] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:43.296] [bbotk] Proposing a randomly sampled point
## INFO [11:20:43.305] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:43.315] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:43.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:43.369] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:43.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:43.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:43.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:43.540] [mlr3] Finished benchmark
## INFO [11:20:43.569] [bbotk] Result of batch 981:
## INFO [11:20:43.570] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:43.570] [bbotk] 1 462 FALSE gini 0.1750863 0.6 0
## INFO [11:20:43.570] [bbotk] errors runtime_learners uhash
## INFO [11:20:43.570] [bbotk] 0 0.184 f761313b-041f-4d9c-a74c-9aace6f6808c
## WARN [11:20:43.576] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:43.577] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:43.577] [bbotk] Proposing a randomly sampled point
## INFO [11:20:43.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:43.600] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:43.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:43.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:43.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:43.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:43.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:43.765] [mlr3] Finished benchmark
## INFO [11:20:43.786] [bbotk] Result of batch 982:
## INFO [11:20:43.787] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:43.787] [bbotk] 3 461 FALSE extratrees 0.4598054 0.6 0
## INFO [11:20:43.787] [bbotk] errors runtime_learners uhash
## INFO [11:20:43.787] [bbotk] 0 0.139 b3e55b20-060b-4f79-9856-754fa34a94aa
## WARN [11:20:43.790] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:43.791] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:43.791] [bbotk] Proposing a randomly sampled point
## INFO [11:20:43.800] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:43.810] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:43.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:43.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:43.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:44.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:44.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:44.174] [mlr3] Finished benchmark
## INFO [11:20:44.204] [bbotk] Result of batch 983:
## INFO [11:20:44.205] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:44.205] [bbotk] 3 301 FALSE extratrees 0.8481269 0.7080098 0
## INFO [11:20:44.205] [bbotk] errors runtime_learners uhash
## INFO [11:20:44.205] [bbotk] 0 0.32 7a279e2e-13fc-4f2a-973a-0e41a01903a2
## WARN [11:20:44.211] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:44.212] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:44.212] [bbotk] Proposing a randomly sampled point
## INFO [11:20:44.230] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:44.247] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:44.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:44.285] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:44.320] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:44.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:44.387] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:44.420] [mlr3] Finished benchmark
## INFO [11:20:44.441] [bbotk] Result of batch 984:
## INFO [11:20:44.442] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:44.442] [bbotk] 1 383 FALSE extratrees 0.3638721 0.6 0
## INFO [11:20:44.442] [bbotk] errors runtime_learners uhash
## INFO [11:20:44.442] [bbotk] 0 0.145 76a1afde-a427-451d-a91d-f89ef0f4e88a
## WARN [11:20:44.445] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:44.446] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:44.446] [bbotk] Proposing a randomly sampled point
## INFO [11:20:44.455] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:44.465] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:44.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:44.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:44.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:44.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:44.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:44.797] [mlr3] Finished benchmark
## INFO [11:20:44.826] [bbotk] Result of batch 985:
## INFO [11:20:44.827] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:44.827] [bbotk] 5 61 TRUE gini 0.2016372 0.7161105 0
## INFO [11:20:44.827] [bbotk] errors runtime_learners uhash
## INFO [11:20:44.827] [bbotk] 0 0.305 de5d6a47-0b3d-4af9-a321-5fd4bf045999
## WARN [11:20:44.833] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:44.834] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:44.835] [bbotk] Proposing a randomly sampled point
## INFO [11:20:44.853] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:44.872] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:44.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:44.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:45.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:45.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:45.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:45.252] [mlr3] Finished benchmark
## INFO [11:20:45.272] [bbotk] Result of batch 986:
## INFO [11:20:45.273] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:45.273] [bbotk] 1 12 FALSE gini 0.1599136 0.7145923 0
## INFO [11:20:45.273] [bbotk] errors runtime_learners uhash
## INFO [11:20:45.273] [bbotk] 0 0.345 c2f81ffe-40f1-4f04-9a2d-85ef0c7d9a61
## WARN [11:20:45.277] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:45.277] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:45.277] [bbotk] Proposing a randomly sampled point
## INFO [11:20:45.287] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:45.296] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:45.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:45.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:45.420] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:45.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:45.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:45.605] [mlr3] Finished benchmark
## INFO [11:20:45.642] [bbotk] Result of batch 987:
## INFO [11:20:45.643] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:45.643] [bbotk] 3 107 FALSE extratrees 0.3035043 0.7136039 0
## INFO [11:20:45.643] [bbotk] errors runtime_learners uhash
## INFO [11:20:45.643] [bbotk] 0 0.279 a10604ad-1950-4ee4-861f-59fee326ad64
## WARN [11:20:45.649] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:45.649] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:45.650] [bbotk] Proposing a randomly sampled point
## INFO [11:20:45.668] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:45.687] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:45.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:45.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:45.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:45.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:45.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:45.919] [mlr3] Finished benchmark
## INFO [11:20:45.940] [bbotk] Result of batch 988:
## INFO [11:20:45.941] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:45.941] [bbotk] 1 223 TRUE extratrees 0.3104053 0.7289947 0
## INFO [11:20:45.941] [bbotk] errors runtime_learners uhash
## INFO [11:20:45.941] [bbotk] 0 0.195 b2675c88-31e9-4869-8491-ccc3ebcff390
## WARN [11:20:45.944] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:45.945] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:45.945] [bbotk] Proposing a randomly sampled point
## INFO [11:20:45.954] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:45.964] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:45.966] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:45.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:46.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:46.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:46.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:46.120] [mlr3] Finished benchmark
## INFO [11:20:46.141] [bbotk] Result of batch 989:
## INFO [11:20:46.142] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:46.142] [bbotk] 3 412 TRUE gini 0.4602727 0.6 0
## INFO [11:20:46.142] [bbotk] errors runtime_learners uhash
## INFO [11:20:46.142] [bbotk] 0 0.128 e89599ba-0e69-4ecb-8512-1fbc5fe4cb34
## WARN [11:20:46.146] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:46.146] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:46.146] [bbotk] Proposing a randomly sampled point
## INFO [11:20:46.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:46.191] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:46.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:46.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:46.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:46.432] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:46.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:46.586] [mlr3] Finished benchmark
## INFO [11:20:46.607] [bbotk] Result of batch 990:
## INFO [11:20:46.608] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:46.608] [bbotk] 3 294 TRUE extratrees 0.8457202 0.7065058 0
## INFO [11:20:46.608] [bbotk] errors runtime_learners uhash
## INFO [11:20:46.608] [bbotk] 0 0.354 358fb412-7d13-42a0-be1c-7988535515cd
## WARN [11:20:46.611] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:46.612] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:46.612] [bbotk] Proposing a randomly sampled point
## INFO [11:20:46.621] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:46.630] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:46.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:46.687] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:46.740] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:46.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:46.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:46.901] [mlr3] Finished benchmark
## INFO [11:20:46.922] [bbotk] Result of batch 991:
## INFO [11:20:46.923] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:46.923] [bbotk] 2 206 TRUE gini 0.4757114 0.6935004 0
## INFO [11:20:46.923] [bbotk] errors runtime_learners uhash
## INFO [11:20:46.923] [bbotk] 0 0.244 0b19f68a-707c-4803-8fbc-e7ceb313b97e
## WARN [11:20:46.927] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:46.927] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:46.928] [bbotk] Proposing a randomly sampled point
## INFO [11:20:46.937] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:46.964] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:46.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:47.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:47.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:47.141] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:47.199] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:47.256] [mlr3] Finished benchmark
## INFO [11:20:47.281] [bbotk] Result of batch 992:
## INFO [11:20:47.282] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:47.282] [bbotk] 2 265 FALSE extratrees 0.4569472 0.7364168 0
## INFO [11:20:47.282] [bbotk] errors runtime_learners uhash
## INFO [11:20:47.282] [bbotk] 0 0.248 aab4e718-3614-4bc2-940e-b5a0deb92e1f
## WARN [11:20:47.286] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:47.287] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:47.287] [bbotk] Proposing a randomly sampled point
## INFO [11:20:47.296] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:47.305] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:47.308] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:47.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:47.433] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:47.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:47.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:47.621] [mlr3] Finished benchmark
## INFO [11:20:47.642] [bbotk] Result of batch 993:
## INFO [11:20:47.643] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:47.643] [bbotk] 3 158 FALSE gini 0.4162211 0.7009657 0
## INFO [11:20:47.643] [bbotk] errors runtime_learners uhash
## INFO [11:20:47.643] [bbotk] 0 0.287 f6ec142c-14fa-4192-b132-3bf7b75819da
## WARN [11:20:47.646] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:47.647] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:47.647] [bbotk] Proposing a randomly sampled point
## INFO [11:20:47.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:47.666] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:47.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:47.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:47.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:47.845] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:47.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:47.956] [mlr3] Finished benchmark
## INFO [11:20:47.984] [bbotk] Result of batch 994:
## INFO [11:20:47.986] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:47.986] [bbotk] 1 284 FALSE gini 0.5791023 0.6882418 0
## INFO [11:20:47.986] [bbotk] errors runtime_learners uhash
## INFO [11:20:47.986] [bbotk] 0 0.249 55f42cd0-fac3-4ea1-9035-5dc291d3227d
## WARN [11:20:47.991] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:47.992] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:47.992] [bbotk] Proposing a randomly sampled point
## INFO [11:20:48.003] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:48.013] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:48.015] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:48.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:48.082] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:48.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:48.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:48.181] [mlr3] Finished benchmark
## INFO [11:20:48.202] [bbotk] Result of batch 995:
## INFO [11:20:48.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:48.203] [bbotk] 4 500 FALSE extratrees 0.4191884 0.6 0
## INFO [11:20:48.203] [bbotk] errors runtime_learners uhash
## INFO [11:20:48.203] [bbotk] 0 0.141 13ba8482-a738-4b38-b176-d9f7a10f22d0
## WARN [11:20:48.206] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:48.207] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:48.207] [bbotk] Proposing a randomly sampled point
## INFO [11:20:48.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:48.226] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:48.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:48.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:48.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:48.414] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:48.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:48.537] [mlr3] Finished benchmark
## INFO [11:20:48.566] [bbotk] Result of batch 996:
## INFO [11:20:48.567] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:48.567] [bbotk] 3 399 FALSE gini 0.9089583 0.7102924 0
## INFO [11:20:48.567] [bbotk] errors runtime_learners uhash
## INFO [11:20:48.567] [bbotk] 0 0.271 cfcd4b69-77fa-4d95-9bfe-6221a4fba814
## WARN [11:20:48.573] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:48.574] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:48.574] [bbotk] Proposing a randomly sampled point
## INFO [11:20:48.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:48.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:48.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:48.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:48.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:48.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:48.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:48.758] [mlr3] Finished benchmark
## INFO [11:20:48.779] [bbotk] Result of batch 997:
## INFO [11:20:48.780] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:48.780] [bbotk] 5 491 TRUE extratrees 0.4070663 0.6 0
## INFO [11:20:48.780] [bbotk] errors runtime_learners uhash
## INFO [11:20:48.780] [bbotk] 0 0.128 0713fe10-a8c0-4bc4-94b5-42382bcbe363
## WARN [11:20:48.783] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:48.784] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:48.784] [bbotk] Proposing a randomly sampled point
## INFO [11:20:48.793] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:48.803] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:48.805] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:48.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:48.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:49.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:49.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:49.197] [mlr3] Finished benchmark
## INFO [11:20:49.226] [bbotk] Result of batch 998:
## INFO [11:20:49.228] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:49.228] [bbotk] 3 273 FALSE extratrees 0.907781 0.699015 0
## INFO [11:20:49.228] [bbotk] errors runtime_learners uhash
## INFO [11:20:49.228] [bbotk] 0 0.361 2de5b685-eae1-433b-ae93-331bdb9c6036
## WARN [11:20:49.234] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:49.234] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:49.235] [bbotk] Proposing a randomly sampled point
## INFO [11:20:49.252] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:49.268] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:49.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:49.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:49.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:49.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:49.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:49.753] [mlr3] Finished benchmark
## INFO [11:20:49.774] [bbotk] Result of batch 999:
## INFO [11:20:49.775] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:49.775] [bbotk] 5 171 FALSE gini 0.9633414 0.7356992 0
## INFO [11:20:49.775] [bbotk] errors runtime_learners uhash
## INFO [11:20:49.775] [bbotk] 0 0.454 d9c7b7a7-8377-467b-a785-d293855ed975
## WARN [11:20:49.778] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:49.779] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:49.779] [bbotk] Proposing a randomly sampled point
## INFO [11:20:49.788] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:49.798] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:49.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:49.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:49.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:50.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:50.144] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:50.232] [mlr3] Finished benchmark
## INFO [11:20:50.262] [bbotk] Result of batch 1000:
## INFO [11:20:50.264] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:50.264] [bbotk] 4 235 TRUE gini 0.8253871 0.7143272 0
## INFO [11:20:50.264] [bbotk] errors runtime_learners uhash
## INFO [11:20:50.264] [bbotk] 0 0.401 19837458-78bb-4cca-8061-dcd5b81d6150
## WARN [11:20:50.270] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:50.270] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:50.271] [bbotk] Proposing a randomly sampled point
## INFO [11:20:50.289] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:50.307] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:50.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:50.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:50.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:50.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:50.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:50.619] [mlr3] Finished benchmark
## INFO [11:20:50.641] [bbotk] Result of batch 1001:
## INFO [11:20:50.642] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:50.642] [bbotk] 2 239 TRUE gini 0.6963943 0.6993128 0
## INFO [11:20:50.642] [bbotk] errors runtime_learners uhash
## INFO [11:20:50.642] [bbotk] 0 0.281 e63a3001-c338-48db-8067-5ea4c838d015
## WARN [11:20:50.646] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:50.646] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:50.647] [bbotk] Proposing a randomly sampled point
## INFO [11:20:50.656] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:50.666] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:50.668] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:50.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:50.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:50.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:51.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:51.107] [mlr3] Finished benchmark
## INFO [11:20:51.127] [bbotk] Result of batch 1002:
## INFO [11:20:51.128] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:51.128] [bbotk] 5 221 TRUE extratrees 0.1037846 0.4 0
## INFO [11:20:51.128] [bbotk] errors runtime_learners uhash
## INFO [11:20:51.128] [bbotk] 0 0.138 46b4dcd8-e19b-447e-be21-3a25d654f2ed
## WARN [11:20:51.132] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:51.132] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:51.132] [bbotk] Proposing a randomly sampled point
## INFO [11:20:51.141] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:51.151] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:51.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:51.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:51.307] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:51.384] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:51.466] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:51.545] [mlr3] Finished benchmark
## INFO [11:20:51.567] [bbotk] Result of batch 1003:
## INFO [11:20:51.568] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:51.568] [bbotk] 2 15 TRUE gini 0.2275508 0.7333613 0
## INFO [11:20:51.568] [bbotk] errors runtime_learners uhash
## INFO [11:20:51.568] [bbotk] 0 0.366 8275b6c1-6569-4863-b866-c16f2691aa24
## WARN [11:20:51.571] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:51.572] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:51.572] [bbotk] Proposing a randomly sampled point
## INFO [11:20:51.581] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:51.591] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:51.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:51.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:51.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:51.690] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:51.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:51.753] [mlr3] Finished benchmark
## INFO [11:20:51.775] [bbotk] Result of batch 1004:
## INFO [11:20:51.776] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:51.776] [bbotk] 5 414 TRUE gini 0.3367039 0.6 0
## INFO [11:20:51.776] [bbotk] errors runtime_learners uhash
## INFO [11:20:51.776] [bbotk] 0 0.133 6ce908f9-b725-43f5-a16e-618a6dc95aa9
## WARN [11:20:51.780] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:51.780] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:51.781] [bbotk] Proposing a randomly sampled point
## INFO [11:20:51.804] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:51.814] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:51.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:51.889] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:51.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:52.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:52.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:52.177] [mlr3] Finished benchmark
## INFO [11:20:52.198] [bbotk] Result of batch 1005:
## INFO [11:20:52.199] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:52.199] [bbotk] 5 356 FALSE extratrees 0.8411789 0.7152567 0
## INFO [11:20:52.199] [bbotk] errors runtime_learners uhash
## INFO [11:20:52.199] [bbotk] 0 0.332 38d3ec99-4044-44ee-bd91-ac28fd5a273a
## WARN [11:20:52.203] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:52.203] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:52.203] [bbotk] Proposing a randomly sampled point
## INFO [11:20:52.212] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:52.222] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:52.224] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:52.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:52.375] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:52.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:52.523] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:52.598] [mlr3] Finished benchmark
## INFO [11:20:52.619] [bbotk] Result of batch 1006:
## INFO [11:20:52.620] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:52.620] [bbotk] 1 300 TRUE extratrees 0.9441523 0.7196326 0
## INFO [11:20:52.620] [bbotk] errors runtime_learners uhash
## INFO [11:20:52.620] [bbotk] 0 0.347 6fab2347-e790-489e-b666-b16bb79fb36f
## WARN [11:20:52.624] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:52.624] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:52.624] [bbotk] Proposing a randomly sampled point
## INFO [11:20:52.633] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:52.643] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:52.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:52.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:52.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:52.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:52.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:52.947] [mlr3] Finished benchmark
## INFO [11:20:52.968] [bbotk] Result of batch 1007:
## INFO [11:20:52.970] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:52.970] [bbotk] 4 236 FALSE gini 0.4375429 0.6914802 0
## INFO [11:20:52.970] [bbotk] errors runtime_learners uhash
## INFO [11:20:52.970] [bbotk] 0 0.276 263f233c-d84a-493b-bacd-028014d6b075
## WARN [11:20:52.973] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:52.974] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:52.974] [bbotk] Proposing a randomly sampled point
## INFO [11:20:52.983] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:52.992] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:52.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:53.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:53.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:53.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:53.150] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:53.189] [mlr3] Finished benchmark
## INFO [11:20:53.210] [bbotk] Result of batch 1008:
## INFO [11:20:53.211] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:53.211] [bbotk] 2 392 FALSE extratrees 0.1086381 0.4 0
## INFO [11:20:53.211] [bbotk] errors runtime_learners uhash
## INFO [11:20:53.211] [bbotk] 0 0.168 0ee5b771-aab7-4233-9534-b42300bed791
## WARN [11:20:53.215] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:53.215] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:53.215] [bbotk] Proposing a randomly sampled point
## INFO [11:20:53.224] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:53.234] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:53.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:53.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:53.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:53.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:53.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:53.585] [mlr3] Finished benchmark
## INFO [11:20:53.605] [bbotk] Result of batch 1009:
## INFO [11:20:53.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:53.606] [bbotk] 4 324 TRUE extratrees 0.7209757 0.7251075 0
## INFO [11:20:53.606] [bbotk] errors runtime_learners uhash
## INFO [11:20:53.606] [bbotk] 0 0.322 1e77595b-1d04-4740-a36d-c92371b551bd
## WARN [11:20:53.610] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:53.610] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:53.611] [bbotk] Proposing a randomly sampled point
## INFO [11:20:53.620] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:53.629] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:53.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:53.745] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:53.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:53.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:54.085] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:54.201] [mlr3] Finished benchmark
## INFO [11:20:54.222] [bbotk] Result of batch 1010:
## INFO [11:20:54.223] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:54.223] [bbotk] 4 36 TRUE gini 0.5431569 0.7445628 0
## INFO [11:20:54.223] [bbotk] errors runtime_learners uhash
## INFO [11:20:54.223] [bbotk] 0 0.542 4ac6359f-f610-49ee-b774-9394bcbfcedd
## WARN [11:20:54.227] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:54.228] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:54.228] [bbotk] Proposing a randomly sampled point
## INFO [11:20:54.237] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:54.247] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:54.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:54.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:54.385] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:54.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:54.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:54.589] [mlr3] Finished benchmark
## INFO [11:20:54.625] [bbotk] Result of batch 1011:
## INFO [11:20:54.627] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:54.627] [bbotk] 1 48 TRUE extratrees 0.2675049 0.6940542 0
## INFO [11:20:54.627] [bbotk] errors runtime_learners uhash
## INFO [11:20:54.627] [bbotk] 0 0.312 9763aed0-d9fb-405f-a21a-4aa2fc9a47be
## WARN [11:20:54.631] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:54.631] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:54.631] [bbotk] Proposing a randomly sampled point
## INFO [11:20:54.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:54.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:54.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:54.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:54.826] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:54.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:55.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:55.090] [mlr3] Finished benchmark
## INFO [11:20:55.111] [bbotk] Result of batch 1012:
## INFO [11:20:55.113] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:55.113] [bbotk] 4 115 FALSE extratrees 0.5851954 0.6879957 0
## INFO [11:20:55.113] [bbotk] errors runtime_learners uhash
## INFO [11:20:55.113] [bbotk] 0 0.41 d771bc76-3ef8-45dd-92b5-577c5831bd08
## WARN [11:20:55.116] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:55.117] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:55.117] [bbotk] Proposing a randomly sampled point
## INFO [11:20:55.126] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:55.135] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:55.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:55.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:55.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:55.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:55.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:55.298] [mlr3] Finished benchmark
## INFO [11:20:55.319] [bbotk] Result of batch 1013:
## INFO [11:20:55.320] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:55.320] [bbotk] 5 304 TRUE gini 0.3156266 0.6 0
## INFO [11:20:55.320] [bbotk] errors runtime_learners uhash
## INFO [11:20:55.320] [bbotk] 0 0.132 d8ae982b-57d6-4dd3-bdea-b31186759537
## WARN [11:20:55.324] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:55.324] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:55.325] [bbotk] Proposing a randomly sampled point
## INFO [11:20:55.333] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:55.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:55.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:55.445] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:55.529] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:55.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:55.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:55.786] [mlr3] Finished benchmark
## INFO [11:20:55.808] [bbotk] Result of batch 1014:
## INFO [11:20:55.809] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:55.809] [bbotk] 5 69 TRUE extratrees 0.3887764 0.6861939 0
## INFO [11:20:55.809] [bbotk] errors runtime_learners uhash
## INFO [11:20:55.809] [bbotk] 0 0.4 cf1f1a87-f5ca-4a7f-b4ec-0d3548dabb4e
## WARN [11:20:55.813] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:55.813] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:55.814] [bbotk] Proposing a randomly sampled point
## INFO [11:20:55.822] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:55.832] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:55.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:55.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:56.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:56.298] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:56.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:56.608] [mlr3] Finished benchmark
## INFO [11:20:56.629] [bbotk] Result of batch 1015:
## INFO [11:20:56.630] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:56.630] [bbotk] 2 6 TRUE gini 0.8965446 0.8097986 0
## INFO [11:20:56.630] [bbotk] errors runtime_learners uhash
## INFO [11:20:56.630] [bbotk] 0 0.747 ac39be31-e744-486a-8b66-497f3f5c2d64
## WARN [11:20:56.634] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:56.634] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:56.634] [bbotk] Proposing a randomly sampled point
## INFO [11:20:56.643] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:56.667] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:56.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:56.714] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:56.758] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:56.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:56.846] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:56.890] [mlr3] Finished benchmark
## INFO [11:20:56.910] [bbotk] Result of batch 1016:
## INFO [11:20:56.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:56.911] [bbotk] 2 397 FALSE extratrees 0.5315879 0.7259854 0
## INFO [11:20:56.911] [bbotk] errors runtime_learners uhash
## INFO [11:20:56.911] [bbotk] 0 0.199 87f17821-0cb7-4e4a-8139-70a3db5315fd
## WARN [11:20:56.915] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:56.915] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:56.915] [bbotk] Proposing a randomly sampled point
## INFO [11:20:56.924] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:56.933] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:56.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:57.047] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:57.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:57.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:57.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:57.501] [mlr3] Finished benchmark
## INFO [11:20:57.522] [bbotk] Result of batch 1017:
## INFO [11:20:57.523] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:57.523] [bbotk] 1 16 TRUE extratrees 0.5875628 0.6992136 0
## INFO [11:20:57.523] [bbotk] errors runtime_learners uhash
## INFO [11:20:57.523] [bbotk] 0 0.538 04a0578f-dd6d-4d4c-80c5-26d085c78071
## WARN [11:20:57.526] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:57.527] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:57.527] [bbotk] Proposing a randomly sampled point
## INFO [11:20:57.536] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:57.545] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:57.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:57.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:57.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:57.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:57.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:57.904] [mlr3] Finished benchmark
## INFO [11:20:57.925] [bbotk] Result of batch 1018:
## INFO [11:20:57.926] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:57.926] [bbotk] 3 132 FALSE extratrees 0.4747558 0.6953419 0
## INFO [11:20:57.926] [bbotk] errors runtime_learners uhash
## INFO [11:20:57.926] [bbotk] 0 0.317 4e2cacac-d32d-4876-ae24-d643379c6b50
## WARN [11:20:57.929] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:57.930] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:57.930] [bbotk] Proposing a randomly sampled point
## INFO [11:20:57.938] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:57.948] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:57.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:57.982] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:58.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:58.045] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:58.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:58.107] [mlr3] Finished benchmark
## INFO [11:20:58.127] [bbotk] Result of batch 1019:
## INFO [11:20:58.128] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:58.128] [bbotk] 2 381 TRUE gini 0.2203627 0.4 0
## INFO [11:20:58.128] [bbotk] errors runtime_learners uhash
## INFO [11:20:58.128] [bbotk] 0 0.134 53a8e82b-9670-416d-85fe-fd5b9d395f3b
## WARN [11:20:58.132] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:58.132] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:58.133] [bbotk] Proposing a randomly sampled point
## INFO [11:20:58.141] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:58.151] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:58.153] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:58.203] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:58.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:58.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:58.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:58.415] [mlr3] Finished benchmark
## INFO [11:20:58.435] [bbotk] Result of batch 1020:
## INFO [11:20:58.436] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:58.436] [bbotk] 2 469 FALSE extratrees 0.7703145 0.738286 0
## INFO [11:20:58.436] [bbotk] errors runtime_learners uhash
## INFO [11:20:58.436] [bbotk] 0 0.222 b9ee54a2-98ac-4ed3-b509-411b49abe5c0
## WARN [11:20:58.440] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:58.440] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:58.440] [bbotk] Proposing a randomly sampled point
## INFO [11:20:58.449] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:58.458] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:58.460] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:58.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:58.613] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:58.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:58.765] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:58.840] [mlr3] Finished benchmark
## INFO [11:20:58.860] [bbotk] Result of batch 1021:
## INFO [11:20:58.861] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:58.861] [bbotk] 1 156 FALSE extratrees 0.9088933 0.6903832 0
## INFO [11:20:58.861] [bbotk] errors runtime_learners uhash
## INFO [11:20:58.861] [bbotk] 0 0.355 a8ab27a3-f87b-4a13-87ea-f01e6e90a5ba
## WARN [11:20:58.865] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:58.865] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:58.866] [bbotk] Proposing a randomly sampled point
## INFO [11:20:58.874] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:58.883] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:58.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:58.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:59.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:59.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:20:59.242] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:20:59.346] [mlr3] Finished benchmark
## INFO [11:20:59.366] [bbotk] Result of batch 1022:
## INFO [11:20:59.367] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:20:59.367] [bbotk] 4 49 FALSE extratrees 0.3911253 0.6859755 0
## INFO [11:20:59.367] [bbotk] errors runtime_learners uhash
## INFO [11:20:59.367] [bbotk] 0 0.435 c2122adb-03e9-45ee-8be0-780c76d8f6d5
## WARN [11:20:59.370] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:20:59.371] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:20:59.371] [bbotk] Proposing a randomly sampled point
## INFO [11:20:59.380] [bbotk] Evaluating 1 configuration(s)
## INFO [11:20:59.389] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:20:59.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:20:59.580] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:20:59.771] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:20:59.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:00.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:00.353] [mlr3] Finished benchmark
## INFO [11:21:00.374] [bbotk] Result of batch 1023:
## INFO [11:21:00.375] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:00.375] [bbotk] 4 6 FALSE extratrees 0.706799 0.8151899 0
## INFO [11:21:00.375] [bbotk] errors runtime_learners uhash
## INFO [11:21:00.375] [bbotk] 0 0.937 669404a0-b061-40f9-be76-c0ec3746fa46
## WARN [11:21:00.378] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:00.379] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:00.379] [bbotk] Proposing a randomly sampled point
## INFO [11:21:00.388] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:00.397] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:00.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:00.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:00.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:00.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:00.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:00.689] [mlr3] Finished benchmark
## INFO [11:21:00.709] [bbotk] Result of batch 1024:
## INFO [11:21:00.710] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:00.710] [bbotk] 3 304 TRUE gini 0.6251618 0.6935004 0
## INFO [11:21:00.710] [bbotk] errors runtime_learners uhash
## INFO [11:21:00.710] [bbotk] 0 0.266 2c14d2ef-0338-4ee0-bc36-37d7748d24a8
## WARN [11:21:00.714] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:00.714] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:00.715] [bbotk] Proposing a randomly sampled point
## INFO [11:21:00.723] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:00.732] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:00.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:00.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:00.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:00.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:01.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:01.130] [mlr3] Finished benchmark
## INFO [11:21:01.151] [bbotk] Result of batch 1025:
## INFO [11:21:01.152] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:01.152] [bbotk] 3 228 FALSE extratrees 0.9327585 0.6918872 0
## INFO [11:21:01.152] [bbotk] errors runtime_learners uhash
## INFO [11:21:01.152] [bbotk] 0 0.37 c8adbfa3-759c-44a4-aa94-f2bc331958a8
## WARN [11:21:01.155] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:01.156] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:01.156] [bbotk] Proposing a randomly sampled point
## INFO [11:21:01.165] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:01.174] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:01.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:01.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:01.238] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:01.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:01.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:01.343] [mlr3] Finished benchmark
## INFO [11:21:01.363] [bbotk] Result of batch 1026:
## INFO [11:21:01.364] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:01.364] [bbotk] 5 429 TRUE extratrees 0.3284785 0.6 0
## INFO [11:21:01.364] [bbotk] errors runtime_learners uhash
## INFO [11:21:01.364] [bbotk] 0 0.142 ed74b018-7efb-4044-a7f8-0b703631b2bc
## WARN [11:21:01.368] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:01.368] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:01.368] [bbotk] Proposing a randomly sampled point
## INFO [11:21:01.377] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:01.386] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:01.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:01.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:01.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:01.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:01.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:01.601] [mlr3] Finished benchmark
## INFO [11:21:01.621] [bbotk] Result of batch 1027:
## INFO [11:21:01.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:01.622] [bbotk] 2 303 FALSE extratrees 0.3865754 0.7077666 0
## INFO [11:21:01.622] [bbotk] errors runtime_learners uhash
## INFO [11:21:01.622] [bbotk] 0 0.188 bf5a312d-a59b-4624-bc39-52ff187cb0cb
## WARN [11:21:01.626] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:01.626] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:01.627] [bbotk] Proposing a randomly sampled point
## INFO [11:21:01.635] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:01.645] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:01.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:01.682] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:01.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:01.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:01.785] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:01.818] [mlr3] Finished benchmark
## INFO [11:21:01.839] [bbotk] Result of batch 1028:
## INFO [11:21:01.840] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:01.840] [bbotk] 2 380 FALSE extratrees 0.3165769 0.4 0
## INFO [11:21:01.840] [bbotk] errors runtime_learners uhash
## INFO [11:21:01.840] [bbotk] 0 0.147 d909c28a-74fe-427b-861e-c3f9b43768e2
## WARN [11:21:01.856] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:01.856] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:01.856] [bbotk] Proposing a randomly sampled point
## INFO [11:21:01.866] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:01.875] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:01.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:01.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:01.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:01.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:01.998] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:02.028] [mlr3] Finished benchmark
## INFO [11:21:02.049] [bbotk] Result of batch 1029:
## INFO [11:21:02.050] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:02.050] [bbotk] 3 497 TRUE extratrees 0.5500005 0.6 0
## INFO [11:21:02.050] [bbotk] errors runtime_learners uhash
## INFO [11:21:02.050] [bbotk] 0 0.128 a4e9d928-a527-42bc-869d-598e89bb47cd
## WARN [11:21:02.053] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:02.054] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:02.054] [bbotk] Proposing a randomly sampled point
## INFO [11:21:02.062] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:02.072] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:02.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:02.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:02.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:02.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:02.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:02.339] [mlr3] Finished benchmark
## INFO [11:21:02.360] [bbotk] Result of batch 1030:
## INFO [11:21:02.361] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:02.361] [bbotk] 3 466 TRUE gini 0.8752877 0.693282 0
## INFO [11:21:02.361] [bbotk] errors runtime_learners uhash
## INFO [11:21:02.361] [bbotk] 0 0.244 f9ccc326-7ca1-46bc-84d0-d0c2a641d3f3
## WARN [11:21:02.365] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:02.365] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:02.365] [bbotk] Proposing a randomly sampled point
## INFO [11:21:02.374] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:02.397] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:02.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:02.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:02.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:02.562] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:02.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:02.667] [mlr3] Finished benchmark
## INFO [11:21:02.688] [bbotk] Result of batch 1031:
## INFO [11:21:02.689] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:02.689] [bbotk] 1 181 TRUE extratrees 0.3981262 0.7345909 0
## INFO [11:21:02.689] [bbotk] errors runtime_learners uhash
## INFO [11:21:02.689] [bbotk] 0 0.246 048500af-2a1f-4c1e-a975-84aa69a66a9f
## WARN [11:21:02.692] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:02.693] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:02.693] [bbotk] Proposing a randomly sampled point
## INFO [11:21:02.702] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:02.711] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:02.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:02.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:02.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:02.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:03.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:03.150] [mlr3] Finished benchmark
## INFO [11:21:03.170] [bbotk] Result of batch 1032:
## INFO [11:21:03.171] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:03.171] [bbotk] 3 196 TRUE gini 0.9680317 0.716631 0
## INFO [11:21:03.171] [bbotk] errors runtime_learners uhash
## INFO [11:21:03.171] [bbotk] 0 0.411 789a3c6e-0e54-4e58-b3c8-2eba2064f04b
## WARN [11:21:03.175] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:03.175] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:03.175] [bbotk] Proposing a randomly sampled point
## INFO [11:21:03.184] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:03.193] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:03.196] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:03.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:03.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:03.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:03.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:03.587] [mlr3] Finished benchmark
## INFO [11:21:03.608] [bbotk] Result of batch 1033:
## INFO [11:21:03.609] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:03.609] [bbotk] 2 220 TRUE gini 0.9745558 0.701182 0
## INFO [11:21:03.609] [bbotk] errors runtime_learners uhash
## INFO [11:21:03.609] [bbotk] 0 0.353 c23e27ce-e2c2-4608-a2a9-1cd3bdeaed99
## WARN [11:21:03.612] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:03.613] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:03.613] [bbotk] Proposing a randomly sampled point
## INFO [11:21:03.621] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:03.631] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:03.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:03.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:03.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:03.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:03.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:03.825] [mlr3] Finished benchmark
## INFO [11:21:03.846] [bbotk] Result of batch 1034:
## INFO [11:21:03.847] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:03.847] [bbotk] 3 107 TRUE gini 0.1381971 0.6572941 0
## INFO [11:21:03.847] [bbotk] errors runtime_learners uhash
## INFO [11:21:03.847] [bbotk] 0 0.168 c447746c-f89e-4d2f-909f-011d2198764e
## WARN [11:21:03.851] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:03.851] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:03.851] [bbotk] Proposing a randomly sampled point
## INFO [11:21:03.860] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:03.869] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:03.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:03.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:04.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:04.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:04.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:04.327] [mlr3] Finished benchmark
## INFO [11:21:04.348] [bbotk] Result of batch 1035:
## INFO [11:21:04.349] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:04.349] [bbotk] 3 113 TRUE extratrees 0.6873614 0.6863428 0
## INFO [11:21:04.349] [bbotk] errors runtime_learners uhash
## INFO [11:21:04.349] [bbotk] 0 0.418 64e4ba45-2475-4b20-b2c2-cf296b8f222a
## WARN [11:21:04.353] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:04.353] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:04.354] [bbotk] Proposing a randomly sampled point
## INFO [11:21:04.362] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:04.371] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:04.374] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:04.405] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:04.437] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:04.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:04.501] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:04.531] [mlr3] Finished benchmark
## INFO [11:21:04.552] [bbotk] Result of batch 1036:
## INFO [11:21:04.553] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:04.553] [bbotk] 2 279 TRUE extratrees 0.1182088 0.4 0
## INFO [11:21:04.553] [bbotk] errors runtime_learners uhash
## INFO [11:21:04.553] [bbotk] 0 0.134 36a313c3-9657-4964-9fc5-a41323dcf6aa
## WARN [11:21:04.557] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:04.557] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:04.557] [bbotk] Proposing a randomly sampled point
## INFO [11:21:04.566] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:04.576] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:04.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:04.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:04.672] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:04.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:04.779] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:04.826] [mlr3] Finished benchmark
## INFO [11:21:04.846] [bbotk] Result of batch 1037:
## INFO [11:21:04.847] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:04.847] [bbotk] 5 471 TRUE gini 0.7205224 0.6650835 0
## INFO [11:21:04.847] [bbotk] errors runtime_learners uhash
## INFO [11:21:04.847] [bbotk] 0 0.222 591eb258-7b92-4ca4-94ec-e125dacf9e46
## WARN [11:21:04.851] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:04.851] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:04.851] [bbotk] Proposing a randomly sampled point
## INFO [11:21:04.860] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:04.869] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:04.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:04.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:04.934] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:04.965] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:04.996] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:05.027] [mlr3] Finished benchmark
## INFO [11:21:05.048] [bbotk] Result of batch 1038:
## INFO [11:21:05.049] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:05.049] [bbotk] 5 224 TRUE extratrees 0.1535512 0.4 0
## INFO [11:21:05.049] [bbotk] errors runtime_learners uhash
## INFO [11:21:05.049] [bbotk] 0 0.132 9fdd44fa-2606-4f5c-8fac-c1425940773c
## WARN [11:21:05.053] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:05.053] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:05.053] [bbotk] Proposing a randomly sampled point
## INFO [11:21:05.062] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:05.071] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:05.074] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:05.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:05.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:05.334] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:05.421] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:05.521] [mlr3] Finished benchmark
## INFO [11:21:05.542] [bbotk] Result of batch 1039:
## INFO [11:21:05.543] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:05.543] [bbotk] 5 245 TRUE gini 0.8610176 0.7028909 0
## INFO [11:21:05.543] [bbotk] errors runtime_learners uhash
## INFO [11:21:05.543] [bbotk] 0 0.41 bd3b5e94-1488-4896-8d36-af72733b9b5f
## WARN [11:21:05.547] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:05.547] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:05.548] [bbotk] Proposing a randomly sampled point
## INFO [11:21:05.556] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:05.565] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:05.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:05.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:05.671] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:05.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:05.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:05.825] [mlr3] Finished benchmark
## INFO [11:21:05.845] [bbotk] Result of batch 1040:
## INFO [11:21:05.846] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:05.846] [bbotk] 4 143 FALSE extratrees 0.2546176 0.7252287 0
## INFO [11:21:05.846] [bbotk] errors runtime_learners uhash
## INFO [11:21:05.846] [bbotk] 0 0.232 de7d2b33-93b8-420f-88f2-cb6208a461e9
## WARN [11:21:05.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:05.850] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:05.851] [bbotk] Proposing a randomly sampled point
## INFO [11:21:05.859] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:05.869] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:05.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:05.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:06.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:06.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:06.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:06.277] [mlr3] Finished benchmark
## INFO [11:21:06.298] [bbotk] Result of batch 1041:
## INFO [11:21:06.299] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:06.299] [bbotk] 2 150 TRUE gini 0.8407322 0.7070915 0
## INFO [11:21:06.299] [bbotk] errors runtime_learners uhash
## INFO [11:21:06.299] [bbotk] 0 0.366 4270d34c-1246-4e98-a8bd-2143031446b8
## WARN [11:21:06.302] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:06.303] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:06.303] [bbotk] Proposing a randomly sampled point
## INFO [11:21:06.311] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:06.320] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:06.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:06.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:06.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:06.586] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:06.676] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:06.764] [mlr3] Finished benchmark
## INFO [11:21:06.785] [bbotk] Result of batch 1042:
## INFO [11:21:06.786] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:06.786] [bbotk] 5 89 FALSE gini 0.4122816 0.7047601 0
## INFO [11:21:06.786] [bbotk] errors runtime_learners uhash
## INFO [11:21:06.786] [bbotk] 0 0.417 dde5aa6b-cef1-4e3f-b618-35cca5c70b51
## WARN [11:21:06.789] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:06.790] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:06.790] [bbotk] Proposing a randomly sampled point
## INFO [11:21:06.799] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:06.808] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:06.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:06.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:06.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:06.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:06.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:07.043] [mlr3] Finished benchmark
## INFO [11:21:07.077] [bbotk] Result of batch 1043:
## INFO [11:21:07.078] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:07.078] [bbotk] 1 352 FALSE gini 0.7208971 0.6901109 0
## INFO [11:21:07.078] [bbotk] errors runtime_learners uhash
## INFO [11:21:07.078] [bbotk] 0 0.211 b1b15ea9-c953-45b1-8743-478894234f12
## WARN [11:21:07.082] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:07.082] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:07.082] [bbotk] Proposing a randomly sampled point
## INFO [11:21:07.091] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:07.100] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:07.102] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:07.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:07.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:07.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:07.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:07.934] [mlr3] Finished benchmark
## INFO [11:21:07.955] [bbotk] Result of batch 1044:
## INFO [11:21:07.956] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:07.956] [bbotk] 3 15 FALSE gini 0.9949229 0.8015285 0
## INFO [11:21:07.956] [bbotk] errors runtime_learners uhash
## INFO [11:21:07.956] [bbotk] 0 0.807 6a4fcb89-09ce-4ac5-8c18-6a45f3c925cb
## WARN [11:21:07.959] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:07.960] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:07.960] [bbotk] Proposing a randomly sampled point
## INFO [11:21:07.969] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:07.978] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:07.981] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:08.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:08.056] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:08.093] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:08.130] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:08.182] [mlr3] Finished benchmark
## INFO [11:21:08.202] [bbotk] Result of batch 1045:
## INFO [11:21:08.203] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:08.203] [bbotk] 4 418 FALSE gini 0.1060662 0.6 0
## INFO [11:21:08.203] [bbotk] errors runtime_learners uhash
## INFO [11:21:08.203] [bbotk] 0 0.176 b1d712c9-8427-4395-b5e8-7da4e99ff472
## WARN [11:21:08.207] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:08.207] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:08.208] [bbotk] Proposing a randomly sampled point
## INFO [11:21:08.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:08.225] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:08.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:08.264] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:08.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:08.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:08.372] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:08.407] [mlr3] Finished benchmark
## INFO [11:21:08.428] [bbotk] Result of batch 1046:
## INFO [11:21:08.429] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:08.429] [bbotk] 3 495 FALSE gini 0.1991728 0.6 0
## INFO [11:21:08.429] [bbotk] errors runtime_learners uhash
## INFO [11:21:08.429] [bbotk] 0 0.155 05aafd75-1264-4f3e-8743-8be0f310ed55
## WARN [11:21:08.433] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:08.433] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:08.434] [bbotk] Proposing a randomly sampled point
## INFO [11:21:08.442] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:08.452] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:08.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:08.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:08.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:08.663] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:08.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:08.802] [mlr3] Finished benchmark
## INFO [11:21:08.866] [bbotk] Result of batch 1047:
## INFO [11:21:08.867] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:08.867] [bbotk] 3 287 TRUE gini 0.8772729 0.7011168 0
## INFO [11:21:08.867] [bbotk] errors runtime_learners uhash
## INFO [11:21:08.867] [bbotk] 0 0.322 2ed6f3c9-8225-45cf-a19f-0c75d3c17a33
## WARN [11:21:08.872] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:08.873] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:08.874] [bbotk] Proposing a randomly sampled point
## INFO [11:21:08.884] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:08.893] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:08.896] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:08.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:09.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:09.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:09.207] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:09.286] [mlr3] Finished benchmark
## INFO [11:21:09.307] [bbotk] Result of batch 1048:
## INFO [11:21:09.308] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:09.308] [bbotk] 3 153 FALSE gini 0.6314598 0.7105349 0
## INFO [11:21:09.308] [bbotk] errors runtime_learners uhash
## INFO [11:21:09.308] [bbotk] 0 0.365 35c35d2d-a4b5-45cb-937d-740b57c39122
## WARN [11:21:09.312] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:09.312] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:09.312] [bbotk] Proposing a randomly sampled point
## INFO [11:21:09.321] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:09.330] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:09.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:09.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:09.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:09.525] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:09.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:09.653] [mlr3] Finished benchmark
## INFO [11:21:09.673] [bbotk] Result of batch 1049:
## INFO [11:21:09.674] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:09.674] [bbotk] 2 308 FALSE extratrees 0.9030231 0.7156219 0
## INFO [11:21:09.674] [bbotk] errors runtime_learners uhash
## INFO [11:21:09.674] [bbotk] 0 0.299 bf9b68fb-8d82-4b10-931c-63b6836a3232
## WARN [11:21:09.678] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:09.678] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:09.679] [bbotk] Proposing a randomly sampled point
## INFO [11:21:09.687] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:09.717] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:09.721] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:09.778] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:09.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:09.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:09.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:09.997] [mlr3] Finished benchmark
## INFO [11:21:10.017] [bbotk] Result of batch 1050:
## INFO [11:21:10.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:10.018] [bbotk] 3 384 FALSE extratrees 0.7378302 0.7250401 0
## INFO [11:21:10.018] [bbotk] errors runtime_learners uhash
## INFO [11:21:10.018] [bbotk] 0 0.25 495ebfc2-5770-450c-9865-f79432b50881
## WARN [11:21:10.022] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:10.022] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:10.023] [bbotk] Proposing a randomly sampled point
## INFO [11:21:10.031] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:10.041] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:10.043] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:10.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:10.234] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:10.331] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:10.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:10.524] [mlr3] Finished benchmark
## INFO [11:21:10.545] [bbotk] Result of batch 1051:
## INFO [11:21:10.546] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:10.546] [bbotk] 3 138 FALSE extratrees 0.9378856 0.6819351 0
## INFO [11:21:10.546] [bbotk] errors runtime_learners uhash
## INFO [11:21:10.546] [bbotk] 0 0.459 1904f56c-f40a-4f9d-95e7-2fa7a31f8aba
## WARN [11:21:10.549] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:10.550] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:10.550] [bbotk] Proposing a randomly sampled point
## INFO [11:21:10.559] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:10.569] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:10.571] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:10.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:10.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:10.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:11.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:11.136] [mlr3] Finished benchmark
## INFO [11:21:11.157] [bbotk] Result of batch 1052:
## INFO [11:21:11.158] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:11.158] [bbotk] 3 49 TRUE extratrees 0.6455529 0.6938599 0
## INFO [11:21:11.158] [bbotk] errors runtime_learners uhash
## INFO [11:21:11.158] [bbotk] 0 0.52 b0190f99-3caf-4850-8dae-74e9cf6488d8
## WARN [11:21:11.162] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:11.162] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:11.162] [bbotk] Proposing a randomly sampled point
## INFO [11:21:11.171] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:11.180] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:11.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:11.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:11.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:11.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:11.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:11.456] [mlr3] Finished benchmark
## INFO [11:21:11.476] [bbotk] Result of batch 1053:
## INFO [11:21:11.477] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:11.477] [bbotk] 4 216 FALSE gini 0.4023023 0.68946 0
## INFO [11:21:11.477] [bbotk] errors runtime_learners uhash
## INFO [11:21:11.477] [bbotk] 0 0.249 9b2c4fbe-885b-4422-a372-fb0a9049e784
## WARN [11:21:11.481] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:11.481] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:11.482] [bbotk] Proposing a randomly sampled point
## INFO [11:21:11.491] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:11.500] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:11.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:11.572] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:11.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:11.709] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:11.796] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:11.869] [mlr3] Finished benchmark
## INFO [11:21:11.892] [bbotk] Result of batch 1054:
## INFO [11:21:11.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:11.893] [bbotk] 5 241 TRUE extratrees 0.6152868 0.7098116 0
## INFO [11:21:11.893] [bbotk] errors runtime_learners uhash
## INFO [11:21:11.893] [bbotk] 0 0.323 e4025f30-da93-4e72-b376-adac2397d862
## WARN [11:21:11.897] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:11.897] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:11.897] [bbotk] Proposing a randomly sampled point
## INFO [11:21:11.906] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:11.915] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:11.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:11.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:11.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:12.016] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:12.049] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:12.081] [mlr3] Finished benchmark
## INFO [11:21:12.101] [bbotk] Result of batch 1055:
## INFO [11:21:12.103] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:12.103] [bbotk] 1 456 FALSE gini 0.43309 0.6 0
## INFO [11:21:12.103] [bbotk] errors runtime_learners uhash
## INFO [11:21:12.103] [bbotk] 0 0.14 4b4f7c06-6904-46a3-8fc1-8137927031d6
## WARN [11:21:12.106] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:12.106] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:12.107] [bbotk] Proposing a randomly sampled point
## INFO [11:21:12.115] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:12.125] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:12.127] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:12.178] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:12.228] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:12.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:12.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:12.378] [mlr3] Finished benchmark
## INFO [11:21:12.398] [bbotk] Result of batch 1056:
## INFO [11:21:12.400] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:12.400] [bbotk] 3 376 FALSE gini 0.7009182 0.6953022 0
## INFO [11:21:12.400] [bbotk] errors runtime_learners uhash
## INFO [11:21:12.400] [bbotk] 0 0.226 42b4dd9b-8752-4855-99ca-c4e822c8a1b9
## WARN [11:21:12.417] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:12.418] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:12.418] [bbotk] Proposing a randomly sampled point
## INFO [11:21:12.434] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:12.445] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:12.447] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:12.516] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:12.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:12.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:12.708] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:12.774] [mlr3] Finished benchmark
## INFO [11:21:12.795] [bbotk] Result of batch 1057:
## INFO [11:21:12.796] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:12.796] [bbotk] 4 226 FALSE gini 0.5686951 0.7106838 0
## INFO [11:21:12.796] [bbotk] errors runtime_learners uhash
## INFO [11:21:12.796] [bbotk] 0 0.302 b5623041-2ead-43e5-b101-45642950ff8f
## WARN [11:21:12.799] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:12.800] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:12.800] [bbotk] Proposing a randomly sampled point
## INFO [11:21:12.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:12.818] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:12.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:12.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:13.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:13.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:13.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:13.415] [mlr3] Finished benchmark
## INFO [11:21:13.436] [bbotk] Result of batch 1058:
## INFO [11:21:13.437] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:13.437] [bbotk] 4 16 TRUE extratrees 0.4324766 0.7314063 0
## INFO [11:21:13.437] [bbotk] errors runtime_learners uhash
## INFO [11:21:13.437] [bbotk] 0 0.568 dd671375-b8d1-4f7e-bb25-23c60507d0ae
## WARN [11:21:13.440] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:13.441] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:13.441] [bbotk] Proposing a randomly sampled point
## INFO [11:21:13.465] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:13.482] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:13.485] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:13.537] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:13.589] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:13.640] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:13.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:13.743] [mlr3] Finished benchmark
## INFO [11:21:13.763] [bbotk] Result of batch 1059:
## INFO [11:21:13.765] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:13.765] [bbotk] 1 480 TRUE extratrees 0.7528225 0.7364168 0
## INFO [11:21:13.765] [bbotk] errors runtime_learners uhash
## INFO [11:21:13.765] [bbotk] 0 0.231 65e82607-4f4f-44e7-9c3e-29418199864b
## WARN [11:21:13.768] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:13.769] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:13.769] [bbotk] Proposing a randomly sampled point
## INFO [11:21:13.777] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:13.787] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:13.789] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:13.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:13.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:13.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:14.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:14.103] [mlr3] Finished benchmark
## INFO [11:21:14.123] [bbotk] Result of batch 1060:
## INFO [11:21:14.124] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:14.124] [bbotk] 2 334 TRUE gini 0.9460696 0.6993128 0
## INFO [11:21:14.124] [bbotk] errors runtime_learners uhash
## INFO [11:21:14.124] [bbotk] 0 0.288 2e7a7eea-3c69-4928-afc1-99d99c4a6b23
## WARN [11:21:14.128] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:14.128] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:14.129] [bbotk] Proposing a randomly sampled point
## INFO [11:21:14.137] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:14.147] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:14.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:14.314] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:14.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:14.615] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:14.764] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:14.911] [mlr3] Finished benchmark
## INFO [11:21:14.932] [bbotk] Result of batch 1061:
## INFO [11:21:14.933] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:14.933] [bbotk] 2 17 TRUE extratrees 0.8395091 0.7403877 0
## INFO [11:21:14.933] [bbotk] errors runtime_learners uhash
## INFO [11:21:14.933] [bbotk] 0 0.733 21af20b6-4e09-4c6b-b39b-39295f0e48f8
## WARN [11:21:14.937] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:14.937] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:14.938] [bbotk] Proposing a randomly sampled point
## INFO [11:21:14.946] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:14.955] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:14.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:15.062] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:15.164] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:15.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:15.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:15.481] [mlr3] Finished benchmark
## INFO [11:21:15.502] [bbotk] Result of batch 1062:
## INFO [11:21:15.503] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:15.503] [bbotk] 5 33 TRUE gini 0.4114978 0.7424753 0
## INFO [11:21:15.503] [bbotk] errors runtime_learners uhash
## INFO [11:21:15.503] [bbotk] 0 0.5 44873eae-2562-4d10-894b-545f9cdeec14
## WARN [11:21:15.506] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:15.507] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:15.507] [bbotk] Proposing a randomly sampled point
## INFO [11:21:15.516] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:15.526] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:15.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:15.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:15.933] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:16.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:16.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:16.519] [mlr3] Finished benchmark
## INFO [11:21:16.540] [bbotk] Result of batch 1063:
## INFO [11:21:16.541] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:16.541] [bbotk] 3 10 FALSE extratrees 0.9602198 0.8044485 0
## INFO [11:21:16.541] [bbotk] errors runtime_learners uhash
## INFO [11:21:16.541] [bbotk] 0 0.946 97838d55-ffba-4bf6-a278-9b1d9381eb4b
## WARN [11:21:16.544] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:16.545] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:16.545] [bbotk] Proposing a randomly sampled point
## INFO [11:21:16.554] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:16.563] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:16.566] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:16.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:16.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:16.733] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:16.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:16.843] [mlr3] Finished benchmark
## INFO [11:21:16.864] [bbotk] Result of batch 1064:
## INFO [11:21:16.865] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:16.865] [bbotk] 3 174 TRUE extratrees 0.4006323 0.7267603 0
## INFO [11:21:16.865] [bbotk] errors runtime_learners uhash
## INFO [11:21:16.865] [bbotk] 0 0.252 8e07cff1-83ea-4b25-8710-952050a2056e
## WARN [11:21:16.869] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:16.869] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:16.870] [bbotk] Proposing a randomly sampled point
## INFO [11:21:16.894] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:16.911] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:16.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:16.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:16.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:17.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:17.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:17.100] [mlr3] Finished benchmark
## INFO [11:21:17.120] [bbotk] Result of batch 1065:
## INFO [11:21:17.121] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:17.121] [bbotk] 3 228 FALSE gini 0.1379432 0.6 0
## INFO [11:21:17.121] [bbotk] errors runtime_learners uhash
## INFO [11:21:17.121] [bbotk] 0 0.159 f8bacebc-d985-4cc1-8a96-00c4ba962152
## WARN [11:21:17.125] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:17.125] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:17.126] [bbotk] Proposing a randomly sampled point
## INFO [11:21:17.134] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:17.144] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:17.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:17.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:17.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:17.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:17.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:17.312] [mlr3] Finished benchmark
## INFO [11:21:17.333] [bbotk] Result of batch 1066:
## INFO [11:21:17.334] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:17.334] [bbotk] 4 456 FALSE gini 0.4328025 0.6 0
## INFO [11:21:17.334] [bbotk] errors runtime_learners uhash
## INFO [11:21:17.334] [bbotk] 0 0.141 db034537-6e7c-4d54-947e-adb662eefd43
## WARN [11:21:17.338] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:17.339] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:17.339] [bbotk] Proposing a randomly sampled point
## INFO [11:21:17.348] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:17.357] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:17.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:17.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:17.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:17.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:17.559] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:17.602] [mlr3] Finished benchmark
## INFO [11:21:17.623] [bbotk] Result of batch 1067:
## INFO [11:21:17.624] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:17.624] [bbotk] 3 482 FALSE gini 0.5729961 0.6532537 0
## INFO [11:21:17.624] [bbotk] errors runtime_learners uhash
## INFO [11:21:17.624] [bbotk] 0 0.2 e359a025-f2e6-4969-be4f-fd12ac21e6d2
## WARN [11:21:17.627] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:17.628] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:17.628] [bbotk] Proposing a randomly sampled point
## INFO [11:21:17.637] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:17.646] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:17.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:17.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:17.727] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:17.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:17.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:17.845] [mlr3] Finished benchmark
## INFO [11:21:17.866] [bbotk] Result of batch 1068:
## INFO [11:21:17.867] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:17.867] [bbotk] 2 386 TRUE gini 0.5213623 0.6515058 0
## INFO [11:21:17.867] [bbotk] errors runtime_learners uhash
## INFO [11:21:17.867] [bbotk] 0 0.173 01969147-9518-4fa0-8c3a-7afe7658100c
## WARN [11:21:17.871] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:17.871] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:17.871] [bbotk] Proposing a randomly sampled point
## INFO [11:21:17.880] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:17.889] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:17.892] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:17.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:17.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:18.004] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:18.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:18.070] [mlr3] Finished benchmark
## INFO [11:21:18.091] [bbotk] Result of batch 1069:
## INFO [11:21:18.092] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:18.092] [bbotk] 3 383 TRUE gini 0.3179628 0.6 0
## INFO [11:21:18.092] [bbotk] errors runtime_learners uhash
## INFO [11:21:18.092] [bbotk] 0 0.134 bc1d3e25-8278-4638-bf4e-4ab4cf669e4b
## WARN [11:21:18.096] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:18.096] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:18.096] [bbotk] Proposing a randomly sampled point
## INFO [11:21:18.105] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:18.114] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:18.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:18.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:18.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:18.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:18.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:18.702] [mlr3] Finished benchmark
## INFO [11:21:18.723] [bbotk] Result of batch 1070:
## INFO [11:21:18.724] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:18.724] [bbotk] 5 106 TRUE gini 0.8862199 0.7345795 0
## INFO [11:21:18.724] [bbotk] errors runtime_learners uhash
## INFO [11:21:18.724] [bbotk] 0 0.56 5c4be6dc-6d04-4646-84fe-1f5cc3313a25
## WARN [11:21:18.728] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:18.728] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:18.729] [bbotk] Proposing a randomly sampled point
## INFO [11:21:18.738] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:18.747] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:18.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:18.855] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:18.958] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:19.066] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:19.193] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:19.303] [mlr3] Finished benchmark
## INFO [11:21:19.325] [bbotk] Result of batch 1071:
## INFO [11:21:19.326] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:19.326] [bbotk] 4 116 TRUE extratrees 0.7775637 0.6823719 0
## INFO [11:21:19.326] [bbotk] errors runtime_learners uhash
## INFO [11:21:19.326] [bbotk] 0 0.522 60f59309-36be-45e2-a685-f935c62d4eaa
## WARN [11:21:19.330] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:19.331] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:19.331] [bbotk] Proposing a randomly sampled point
## INFO [11:21:19.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:19.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:19.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:19.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:19.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:19.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:19.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:19.637] [mlr3] Finished benchmark
## INFO [11:21:19.658] [bbotk] Result of batch 1072:
## INFO [11:21:19.659] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:19.659] [bbotk] 2 411 TRUE extratrees 0.7717842 0.738286 0
## INFO [11:21:19.659] [bbotk] errors runtime_learners uhash
## INFO [11:21:19.659] [bbotk] 0 0.259 1ac32f7e-f62b-4714-a778-808810abfeec
## WARN [11:21:19.663] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:19.664] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:19.664] [bbotk] Proposing a randomly sampled point
## INFO [11:21:19.672] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:19.682] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:19.684] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:19.716] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:19.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:19.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:19.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:19.860] [mlr3] Finished benchmark
## INFO [11:21:19.888] [bbotk] Result of batch 1073:
## INFO [11:21:19.890] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:19.890] [bbotk] 5 225 TRUE gini 0.1727317 0.4 0
## INFO [11:21:19.890] [bbotk] errors runtime_learners uhash
## INFO [11:21:19.890] [bbotk] 0 0.15 6ca0da57-f858-430c-8f1f-e7dd6521b62b
## WARN [11:21:19.894] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:19.894] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:19.894] [bbotk] Proposing a randomly sampled point
## INFO [11:21:19.903] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:19.912] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:19.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:19.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:19.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:20.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:20.039] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:20.069] [mlr3] Finished benchmark
## INFO [11:21:20.090] [bbotk] Result of batch 1074:
## INFO [11:21:20.091] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:20.091] [bbotk] 3 382 TRUE gini 0.2927772 0.6 0
## INFO [11:21:20.091] [bbotk] errors runtime_learners uhash
## INFO [11:21:20.091] [bbotk] 0 0.129 0eb44917-c335-4e60-b1e5-b7877f7818b8
## WARN [11:21:20.095] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:20.095] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:20.095] [bbotk] Proposing a randomly sampled point
## INFO [11:21:20.104] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:20.113] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:20.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:20.198] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:20.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:20.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:20.442] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:20.524] [mlr3] Finished benchmark
## INFO [11:21:20.563] [bbotk] Result of batch 1075:
## INFO [11:21:20.564] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:20.564] [bbotk] 2 141 FALSE extratrees 0.8412851 0.6865612 0
## INFO [11:21:20.564] [bbotk] errors runtime_learners uhash
## INFO [11:21:20.564] [bbotk] 0 0.382 972be107-a145-43a1-af78-daaf15eb09bc
## WARN [11:21:20.569] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:20.570] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:20.570] [bbotk] Proposing a randomly sampled point
## INFO [11:21:20.582] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:20.591] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:20.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:20.625] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:20.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:20.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:20.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:20.753] [mlr3] Finished benchmark
## INFO [11:21:20.775] [bbotk] Result of batch 1076:
## INFO [11:21:20.776] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:20.776] [bbotk] 1 370 TRUE extratrees 0.41828 0.4 0
## INFO [11:21:20.776] [bbotk] errors runtime_learners uhash
## INFO [11:21:20.776] [bbotk] 0 0.135 2c228457-018f-4d88-bc91-89d81df3a796
## WARN [11:21:20.780] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:20.781] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:20.781] [bbotk] Proposing a randomly sampled point
## INFO [11:21:20.790] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:20.799] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:20.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:20.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:20.877] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:20.914] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:20.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:20.988] [mlr3] Finished benchmark
## INFO [11:21:21.010] [bbotk] Result of batch 1077:
## INFO [11:21:21.011] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:21.011] [bbotk] 3 490 FALSE extratrees 0.1756969 0.6 0
## INFO [11:21:21.011] [bbotk] errors runtime_learners uhash
## INFO [11:21:21.011] [bbotk] 0 0.159 306fc5ce-8ff9-40bf-acad-f4eb02e79d35
## WARN [11:21:21.015] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:21.015] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:21.028] [bbotk] Proposing a randomly sampled point
## INFO [11:21:21.046] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:21.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:21.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:21.103] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:21.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:21.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:21.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:21.272] [mlr3] Finished benchmark
## INFO [11:21:21.293] [bbotk] Result of batch 1078:
## INFO [11:21:21.294] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:21.294] [bbotk] 1 336 TRUE extratrees 0.4481204 0.7327869 0
## INFO [11:21:21.294] [bbotk] errors runtime_learners uhash
## INFO [11:21:21.294] [bbotk] 0 0.19 9488c09e-05c6-4578-b6ee-6f4e4785e38c
## WARN [11:21:21.298] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:21.298] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:21.298] [bbotk] Proposing a randomly sampled point
## INFO [11:21:21.307] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:21.317] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:21.319] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:21.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:21.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:21.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:21.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:21.940] [mlr3] Finished benchmark
## INFO [11:21:21.961] [bbotk] Result of batch 1079:
## INFO [11:21:21.962] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:21.962] [bbotk] 5 44 TRUE gini 0.61933 0.7481664 0
## INFO [11:21:21.962] [bbotk] errors runtime_learners uhash
## INFO [11:21:21.962] [bbotk] 0 0.593 f368c21e-06bd-422c-8598-15b0f6093351
## WARN [11:21:21.966] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:21.967] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:21.967] [bbotk] Proposing a randomly sampled point
## INFO [11:21:21.995] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:22.009] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:22.012] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:22.086] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:22.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:22.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:22.306] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:22.386] [mlr3] Finished benchmark
## INFO [11:21:22.409] [bbotk] Result of batch 1080:
## INFO [11:21:22.410] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:22.410] [bbotk] 5 56 FALSE gini 0.2160562 0.7064626 0
## INFO [11:21:22.410] [bbotk] errors runtime_learners uhash
## INFO [11:21:22.410] [bbotk] 0 0.349 d43053fd-d4f4-41e3-8bfb-37cd4fc2a96b
## WARN [11:21:22.414] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:22.415] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:22.415] [bbotk] Proposing a randomly sampled point
## INFO [11:21:22.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:22.433] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:22.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:22.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:22.567] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:22.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:22.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:22.763] [mlr3] Finished benchmark
## INFO [11:21:22.783] [bbotk] Result of batch 1081:
## INFO [11:21:22.784] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:22.784] [bbotk] 5 129 FALSE gini 0.3245986 0.6970764 0
## INFO [11:21:22.784] [bbotk] errors runtime_learners uhash
## INFO [11:21:22.784] [bbotk] 0 0.304 7ef3c1af-f5ba-4178-bac1-b20c5caadc41
## WARN [11:21:22.788] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:22.789] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:22.789] [bbotk] Proposing a randomly sampled point
## INFO [11:21:22.811] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:22.828] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:22.831] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:22.980] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:23.128] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:23.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:23.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:23.581] [mlr3] Finished benchmark
## INFO [11:21:23.604] [bbotk] Result of batch 1082:
## INFO [11:21:23.606] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:23.606] [bbotk] 4 6 FALSE gini 0.4665161 0.8120394 0
## INFO [11:21:23.606] [bbotk] errors runtime_learners uhash
## INFO [11:21:23.606] [bbotk] 0 0.724 d9a1f351-9705-41c1-ac36-212b3b0ab548
## WARN [11:21:23.609] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:23.610] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:23.610] [bbotk] Proposing a randomly sampled point
## INFO [11:21:23.619] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:23.629] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:23.632] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:23.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:23.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:23.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:23.865] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:23.921] [mlr3] Finished benchmark
## INFO [11:21:23.942] [bbotk] Result of batch 1083:
## INFO [11:21:23.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:23.944] [bbotk] 1 186 FALSE extratrees 0.4396495 0.7345369 0
## INFO [11:21:23.944] [bbotk] errors runtime_learners uhash
## INFO [11:21:23.944] [bbotk] 0 0.264 f424d61a-2183-46aa-9880-53f1d3cad8ec
## WARN [11:21:23.947] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:23.948] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:23.948] [bbotk] Proposing a randomly sampled point
## INFO [11:21:23.976] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:23.990] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:23.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:24.033] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:24.072] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:24.110] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:24.147] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:24.185] [mlr3] Finished benchmark
## INFO [11:21:24.205] [bbotk] Result of batch 1084:
## INFO [11:21:24.206] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:24.206] [bbotk] 3 142 FALSE extratrees 0.1001982 0.6 0
## INFO [11:21:24.206] [bbotk] errors runtime_learners uhash
## INFO [11:21:24.206] [bbotk] 0 0.167 ad72eefd-e86e-4944-801b-e877aedb12c1
## WARN [11:21:24.210] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:24.210] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:24.211] [bbotk] Proposing a randomly sampled point
## INFO [11:21:24.219] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:24.229] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:24.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:24.293] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:24.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:24.413] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:24.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:24.534] [mlr3] Finished benchmark
## INFO [11:21:24.555] [bbotk] Result of batch 1085:
## INFO [11:21:24.556] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:24.556] [bbotk] 3 159 TRUE gini 0.4553215 0.7009657 0
## INFO [11:21:24.556] [bbotk] errors runtime_learners uhash
## INFO [11:21:24.556] [bbotk] 0 0.277 ff4a6b0b-bb14-4825-892d-fc83ec9760f4
## WARN [11:21:24.559] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:24.560] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:24.560] [bbotk] Proposing a randomly sampled point
## INFO [11:21:24.582] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:24.599] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:24.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:24.634] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:24.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:24.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:24.726] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:24.756] [mlr3] Finished benchmark
## INFO [11:21:24.777] [bbotk] Result of batch 1086:
## INFO [11:21:24.778] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:24.778] [bbotk] 5 454 TRUE extratrees 0.2934017 0.6 0
## INFO [11:21:24.778] [bbotk] errors runtime_learners uhash
## INFO [11:21:24.778] [bbotk] 0 0.129 b0cc02c0-0a76-49a6-a523-bd8a29ce27ea
## WARN [11:21:24.782] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:24.782] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:24.782] [bbotk] Proposing a randomly sampled point
## INFO [11:21:24.791] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:24.800] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:24.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:24.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:24.939] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:25.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:25.076] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:25.143] [mlr3] Finished benchmark
## INFO [11:21:25.164] [bbotk] Result of batch 1087:
## INFO [11:21:25.165] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:25.165] [bbotk] 1 181 TRUE extratrees 0.6798377 0.7158403 0
## INFO [11:21:25.165] [bbotk] errors runtime_learners uhash
## INFO [11:21:25.165] [bbotk] 0 0.317 a6b1b588-a11b-42ae-82bc-2f7d33f34037
## WARN [11:21:25.169] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:25.169] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:25.170] [bbotk] Proposing a randomly sampled point
## INFO [11:21:25.178] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:25.206] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:25.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:25.297] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:25.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:25.467] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:25.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:25.639] [mlr3] Finished benchmark
## INFO [11:21:25.660] [bbotk] Result of batch 1088:
## INFO [11:21:25.661] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:25.661] [bbotk] 2 68 TRUE gini 0.660653 0.725896 0
## INFO [11:21:25.661] [bbotk] errors runtime_learners uhash
## INFO [11:21:25.661] [bbotk] 0 0.405 670b9a33-0c4a-4d3c-a6a2-a66950e05d67
## WARN [11:21:25.664] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:25.665] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:25.665] [bbotk] Proposing a randomly sampled point
## INFO [11:21:25.674] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:25.683] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:25.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:25.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:25.808] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:25.870] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:25.931] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:25.995] [mlr3] Finished benchmark
## INFO [11:21:26.017] [bbotk] Result of batch 1089:
## INFO [11:21:26.018] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:26.018] [bbotk] 2 251 TRUE gini 0.7476709 0.701182 0
## INFO [11:21:26.018] [bbotk] errors runtime_learners uhash
## INFO [11:21:26.018] [bbotk] 0 0.283 34a3cac2-bbd0-478f-b987-f54147997859
## WARN [11:21:26.022] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:26.022] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:26.023] [bbotk] Proposing a randomly sampled point
## INFO [11:21:26.032] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:26.060] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:26.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:26.104] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:26.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:26.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:26.213] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:26.248] [mlr3] Finished benchmark
## INFO [11:21:26.269] [bbotk] Result of batch 1090:
## INFO [11:21:26.270] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:26.270] [bbotk] 2 146 FALSE gini 0.1690167 0.4 0
## INFO [11:21:26.270] [bbotk] errors runtime_learners uhash
## INFO [11:21:26.270] [bbotk] 0 0.162 8f7fd55c-fd31-4c6a-9681-079c72922f54
## WARN [11:21:26.274] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:26.274] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:26.274] [bbotk] Proposing a randomly sampled point
## INFO [11:21:26.283] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:26.292] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:26.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:26.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:26.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:26.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:26.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:26.735] [mlr3] Finished benchmark
## INFO [11:21:26.757] [bbotk] Result of batch 1091:
## INFO [11:21:26.758] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:26.758] [bbotk] 1 10 FALSE gini 0.3007964 0.7494499 0
## INFO [11:21:26.758] [bbotk] errors runtime_learners uhash
## INFO [11:21:26.758] [bbotk] 0 0.417 0b377d12-5ebe-4ebc-a9ee-baf0aa549209
## WARN [11:21:26.761] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:26.762] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:26.762] [bbotk] Proposing a randomly sampled point
## INFO [11:21:26.771] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:26.838] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:26.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:26.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:26.985] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:27.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:27.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:27.188] [mlr3] Finished benchmark
## INFO [11:21:27.209] [bbotk] Result of batch 1092:
## INFO [11:21:27.210] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:27.210] [bbotk] 2 220 FALSE gini 0.9017927 0.6996801 0
## INFO [11:21:27.210] [bbotk] errors runtime_learners uhash
## INFO [11:21:27.210] [bbotk] 0 0.317 e473c4f9-6d8f-4393-9b5c-fa35b389801c
## WARN [11:21:27.214] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:27.214] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:27.214] [bbotk] Proposing a randomly sampled point
## INFO [11:21:27.223] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:27.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:27.235] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:27.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:27.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:27.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:27.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:27.601] [mlr3] Finished benchmark
## INFO [11:21:27.625] [bbotk] Result of batch 1093:
## INFO [11:21:27.626] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:27.626] [bbotk] 3 189 FALSE gini 0.6879581 0.710781 0
## INFO [11:21:27.626] [bbotk] errors runtime_learners uhash
## INFO [11:21:27.626] [bbotk] 0 0.338 afc56726-a215-4452-a56c-0b6efaf1ce5f
## WARN [11:21:27.630] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:27.630] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:27.631] [bbotk] Proposing a randomly sampled point
## INFO [11:21:27.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:27.650] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:27.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:27.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:27.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:27.828] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:27.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:27.937] [mlr3] Finished benchmark
## INFO [11:21:27.961] [bbotk] Result of batch 1094:
## INFO [11:21:27.962] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:27.962] [bbotk] 4 490 FALSE gini 0.7657262 0.6532537 0
## INFO [11:21:27.962] [bbotk] errors runtime_learners uhash
## INFO [11:21:27.962] [bbotk] 0 0.243 3ac9a8c7-0fb3-4bd5-ac87-9a1c373ed8ec
## WARN [11:21:27.967] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:27.968] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:27.968] [bbotk] Proposing a randomly sampled point
## INFO [11:21:27.982] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:27.993] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:27.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:28.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:28.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:28.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:28.382] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:28.475] [mlr3] Finished benchmark
## INFO [11:21:28.496] [bbotk] Result of batch 1095:
## INFO [11:21:28.497] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:28.497] [bbotk] 4 54 TRUE gini 0.4912819 0.7276702 0
## INFO [11:21:28.497] [bbotk] errors runtime_learners uhash
## INFO [11:21:28.497] [bbotk] 0 0.451 001a2725-5a11-4ad8-9e5f-76692a51ebe4
## WARN [11:21:28.501] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:28.501] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:28.502] [bbotk] Proposing a randomly sampled point
## INFO [11:21:28.510] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:28.520] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:28.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:28.667] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:28.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:28.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:29.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:29.287] [mlr3] Finished benchmark
## INFO [11:21:29.315] [bbotk] Result of batch 1096:
## INFO [11:21:29.316] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:29.316] [bbotk] 5 64 TRUE extratrees 0.8864907 0.6979003 0
## INFO [11:21:29.316] [bbotk] errors runtime_learners uhash
## INFO [11:21:29.316] [bbotk] 0 0.736 68be8d92-10df-4000-9961-89f1733af45d
## WARN [11:21:29.319] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:29.320] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:29.320] [bbotk] Proposing a randomly sampled point
## INFO [11:21:29.329] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:29.338] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:29.341] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:29.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:29.446] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:29.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:29.550] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:29.601] [mlr3] Finished benchmark
## INFO [11:21:29.622] [bbotk] Result of batch 1097:
## INFO [11:21:29.623] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:29.623] [bbotk] 1 291 TRUE extratrees 0.5284665 0.73646 0
## INFO [11:21:29.623] [bbotk] errors runtime_learners uhash
## INFO [11:21:29.623] [bbotk] 0 0.235 72e567d4-4481-4b21-bfa4-c88baa58790b
## WARN [11:21:29.627] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:29.628] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:29.628] [bbotk] Proposing a randomly sampled point
## INFO [11:21:29.637] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:29.646] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:29.648] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:29.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:29.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:30.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:30.210] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:30.372] [mlr3] Finished benchmark
## INFO [11:21:30.401] [bbotk] Result of batch 1098:
## INFO [11:21:30.403] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:30.403] [bbotk] 3 14 FALSE gini 0.6339321 0.8035047 0
## INFO [11:21:30.403] [bbotk] errors runtime_learners uhash
## INFO [11:21:30.403] [bbotk] 0 0.695 04d2238d-9d84-421a-b2e1-d53a5ccef9fb
## WARN [11:21:30.408] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:30.409] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:30.409] [bbotk] Proposing a randomly sampled point
## INFO [11:21:30.419] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:30.429] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:30.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:30.472] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:30.512] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:30.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:30.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:30.631] [mlr3] Finished benchmark
## INFO [11:21:30.652] [bbotk] Result of batch 1099:
## INFO [11:21:30.653] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:30.653] [bbotk] 4 138 TRUE extratrees 0.1922503 0.7155943 0
## INFO [11:21:30.653] [bbotk] errors runtime_learners uhash
## INFO [11:21:30.653] [bbotk] 0 0.175 daf5f362-c231-4dad-875d-9eb9e1092532
## WARN [11:21:30.657] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:30.657] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:30.658] [bbotk] Proposing a randomly sampled point
## INFO [11:21:30.666] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:30.676] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:30.678] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:30.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:30.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:30.772] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:30.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:30.833] [mlr3] Finished benchmark
## INFO [11:21:30.854] [bbotk] Result of batch 1100:
## INFO [11:21:30.855] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:30.855] [bbotk] 2 225 TRUE gini 0.1396469 0.6 0
## INFO [11:21:30.855] [bbotk] errors runtime_learners uhash
## INFO [11:21:30.855] [bbotk] 0 0.131 c6a83c97-2c66-48e9-bcfc-d5f656e5f3a5
## WARN [11:21:30.873] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:30.873] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:30.874] [bbotk] Proposing a randomly sampled point
## INFO [11:21:30.891] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:30.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:30.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:30.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:30.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:31.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:31.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:31.077] [mlr3] Finished benchmark
## INFO [11:21:31.098] [bbotk] Result of batch 1101:
## INFO [11:21:31.099] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:31.099] [bbotk] 2 423 FALSE extratrees 0.3432136 0.6 0
## INFO [11:21:31.099] [bbotk] errors runtime_learners uhash
## INFO [11:21:31.099] [bbotk] 0 0.145 6693b97a-6e1b-4d92-aee1-29c7d2e5cbbe
## WARN [11:21:31.102] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:31.103] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:31.103] [bbotk] Proposing a randomly sampled point
## INFO [11:21:31.112] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:31.121] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:31.123] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:31.155] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:31.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:31.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:31.247] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:31.277] [mlr3] Finished benchmark
## INFO [11:21:31.298] [bbotk] Result of batch 1102:
## INFO [11:21:31.299] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:31.299] [bbotk] 3 438 TRUE gini 0.1837465 0.4 0
## INFO [11:21:31.299] [bbotk] errors runtime_learners uhash
## INFO [11:21:31.299] [bbotk] 0 0.13 6c8743e5-7263-48b3-98da-ed9f2f5cc499
## WARN [11:21:31.303] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:31.304] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:31.304] [bbotk] Proposing a randomly sampled point
## INFO [11:21:31.312] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:31.340] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:31.344] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:31.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:31.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:31.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:31.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:31.728] [mlr3] Finished benchmark
## INFO [11:21:31.749] [bbotk] Result of batch 1103:
## INFO [11:21:31.750] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:31.750] [bbotk] 2 299 TRUE extratrees 0.9822962 0.711951 0
## INFO [11:21:31.750] [bbotk] errors runtime_learners uhash
## INFO [11:21:31.750] [bbotk] 0 0.355 4c6136cc-84df-4923-bd20-d2f022e99add
## WARN [11:21:31.753] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:31.754] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:31.754] [bbotk] Proposing a randomly sampled point
## INFO [11:21:31.763] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:31.772] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:31.774] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:31.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:31.943] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:32.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:32.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:32.203] [mlr3] Finished benchmark
## INFO [11:21:32.224] [bbotk] Result of batch 1104:
## INFO [11:21:32.225] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:32.225] [bbotk] 2 137 TRUE gini 0.9837574 0.7128608 0
## INFO [11:21:32.225] [bbotk] errors runtime_learners uhash
## INFO [11:21:32.225] [bbotk] 0 0.407 5aae0fb5-a708-4d42-a232-3cfe78d05e09
## WARN [11:21:32.229] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:32.229] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:32.230] [bbotk] Proposing a randomly sampled point
## INFO [11:21:32.239] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:32.248] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:32.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:32.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:32.388] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:32.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:32.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:32.562] [mlr3] Finished benchmark
## INFO [11:21:32.582] [bbotk] Result of batch 1105:
## INFO [11:21:32.583] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:32.583] [bbotk] 2 448 FALSE extratrees 0.9584759 0.7271794 0
## INFO [11:21:32.583] [bbotk] errors runtime_learners uhash
## INFO [11:21:32.583] [bbotk] 0 0.28 101ec36e-1c5a-4aad-9e24-ad221f77c7f0
## WARN [11:21:32.587] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:32.587] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:32.587] [bbotk] Proposing a randomly sampled point
## INFO [11:21:32.596] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:32.605] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:32.608] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:32.650] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:32.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:32.734] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:32.775] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:32.816] [mlr3] Finished benchmark
## INFO [11:21:32.837] [bbotk] Result of batch 1106:
## INFO [11:21:32.838] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:32.838] [bbotk] 3 470 TRUE gini 0.6182863 0.6513845 0
## INFO [11:21:32.838] [bbotk] errors runtime_learners uhash
## INFO [11:21:32.838] [bbotk] 0 0.182 f3102250-5220-4ac1-ad1f-9bb94cc342df
## WARN [11:21:32.842] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:32.842] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:32.842] [bbotk] Proposing a randomly sampled point
## INFO [11:21:32.851] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:32.861] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:32.863] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:32.894] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:32.925] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:32.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:33.013] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:33.048] [mlr3] Finished benchmark
## INFO [11:21:33.069] [bbotk] Result of batch 1107:
## INFO [11:21:33.070] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:33.070] [bbotk] 2 466 TRUE extratrees 0.1608665 0.6 0
## INFO [11:21:33.070] [bbotk] errors runtime_learners uhash
## INFO [11:21:33.070] [bbotk] 0 0.139 574d2787-c0bc-41e8-b4dc-142dc944ed80
## WARN [11:21:33.074] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:33.074] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:33.074] [bbotk] Proposing a randomly sampled point
## INFO [11:21:33.083] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:33.092] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:33.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:33.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:33.157] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:33.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:33.219] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:33.249] [mlr3] Finished benchmark
## INFO [11:21:33.270] [bbotk] Result of batch 1108:
## INFO [11:21:33.271] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:33.271] [bbotk] 4 247 TRUE extratrees 0.1751277 0.6 0
## INFO [11:21:33.271] [bbotk] errors runtime_learners uhash
## INFO [11:21:33.271] [bbotk] 0 0.131 439dcc4c-a63e-46d1-8819-a45fe0916b77
## WARN [11:21:33.275] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:33.275] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:33.276] [bbotk] Proposing a randomly sampled point
## INFO [11:21:33.284] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:33.294] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:33.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:33.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:33.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:33.449] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:33.513] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:33.571] [mlr3] Finished benchmark
## INFO [11:21:33.599] [bbotk] Result of batch 1109:
## INFO [11:21:33.601] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:33.601] [bbotk] 3 352 TRUE gini 0.6469562 0.6896784 0
## INFO [11:21:33.601] [bbotk] errors runtime_learners uhash
## INFO [11:21:33.601] [bbotk] 0 0.233 77e0a9f8-dd7f-4263-844f-19e11d2125c3
## WARN [11:21:33.605] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:33.605] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:33.606] [bbotk] Proposing a randomly sampled point
## INFO [11:21:33.614] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:33.624] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:33.626] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:33.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:33.756] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:33.819] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:33.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:33.948] [mlr3] Finished benchmark
## INFO [11:21:33.969] [bbotk] Result of batch 1110:
## INFO [11:21:33.970] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:33.970] [bbotk] 4 295 FALSE gini 0.7775974 0.7315751 0
## INFO [11:21:33.970] [bbotk] errors runtime_learners uhash
## INFO [11:21:33.970] [bbotk] 0 0.298 e3108b4d-f942-4811-a529-47f46cf80126
## WARN [11:21:33.974] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:33.974] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:33.974] [bbotk] Proposing a randomly sampled point
## INFO [11:21:33.983] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:33.992] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:33.995] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:34.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:34.091] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:34.139] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:34.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:34.235] [mlr3] Finished benchmark
## INFO [11:21:34.276] [bbotk] Result of batch 1111:
## INFO [11:21:34.277] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:34.277] [bbotk] 4 480 FALSE gini 0.9618991 0.7256846 0
## INFO [11:21:34.277] [bbotk] errors runtime_learners uhash
## INFO [11:21:34.277] [bbotk] 0 0.218 014e7b5a-bf35-4fac-9238-0c49783e96e5
## WARN [11:21:34.283] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:34.284] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:34.284] [bbotk] Proposing a randomly sampled point
## INFO [11:21:34.298] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:34.308] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:34.311] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:34.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:34.383] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:34.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:34.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:34.491] [mlr3] Finished benchmark
## INFO [11:21:34.512] [bbotk] Result of batch 1112:
## INFO [11:21:34.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:34.513] [bbotk] 4 147 FALSE extratrees 0.1544608 0.6 0
## INFO [11:21:34.513] [bbotk] errors runtime_learners uhash
## INFO [11:21:34.513] [bbotk] 0 0.16 208eadcf-a3e6-42d4-96f5-05e08471f408
## WARN [11:21:34.517] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:34.517] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:34.517] [bbotk] Proposing a randomly sampled point
## INFO [11:21:34.526] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:34.535] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:34.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:34.596] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:34.653] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:34.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:34.768] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:34.826] [mlr3] Finished benchmark
## INFO [11:21:34.847] [bbotk] Result of batch 1113:
## INFO [11:21:34.848] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:34.848] [bbotk] 5 237 FALSE gini 0.461861 0.6989753 0
## INFO [11:21:34.848] [bbotk] errors runtime_learners uhash
## INFO [11:21:34.848] [bbotk] 0 0.263 44a09b2e-deeb-4a4c-964e-0e99f4d56df2
## WARN [11:21:34.865] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:34.866] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:34.866] [bbotk] Proposing a randomly sampled point
## INFO [11:21:34.884] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:34.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:34.902] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:34.938] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:34.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:35.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:35.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:35.078] [mlr3] Finished benchmark
## INFO [11:21:35.099] [bbotk] Result of batch 1114:
## INFO [11:21:35.100] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:35.100] [bbotk] 3 308 FALSE gini 0.2200402 0.6 0
## INFO [11:21:35.100] [bbotk] errors runtime_learners uhash
## INFO [11:21:35.100] [bbotk] 0 0.154 3311704d-e891-469a-879a-123703d94676
## WARN [11:21:35.104] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:35.104] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:35.105] [bbotk] Proposing a randomly sampled point
## INFO [11:21:35.113] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:35.123] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:35.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:35.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:35.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:35.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:35.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:35.278] [mlr3] Finished benchmark
## INFO [11:21:35.299] [bbotk] Result of batch 1115:
## INFO [11:21:35.300] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:35.300] [bbotk] 4 462 TRUE gini 0.2825294 0.6 0
## INFO [11:21:35.300] [bbotk] errors runtime_learners uhash
## INFO [11:21:35.300] [bbotk] 0 0.128 08ce8842-fa9f-4122-a1df-b9e53b81407b
## WARN [11:21:35.304] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:35.304] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:35.305] [bbotk] Proposing a randomly sampled point
## INFO [11:21:35.327] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:35.346] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:35.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:35.417] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:35.474] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:35.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:35.591] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:35.651] [mlr3] Finished benchmark
## INFO [11:21:35.672] [bbotk] Result of batch 1116:
## INFO [11:21:35.673] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:35.673] [bbotk] 4 347 FALSE gini 0.7815455 0.7296521 0
## INFO [11:21:35.673] [bbotk] errors runtime_learners uhash
## INFO [11:21:35.673] [bbotk] 0 0.275 dbcdd499-34c3-41e2-9d98-cc6519694dc3
## WARN [11:21:35.677] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:35.677] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:35.678] [bbotk] Proposing a randomly sampled point
## INFO [11:21:35.686] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:35.695] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:35.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:35.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:35.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:35.859] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:35.912] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:35.966] [mlr3] Finished benchmark
## INFO [11:21:35.987] [bbotk] Result of batch 1117:
## INFO [11:21:35.988] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:35.988] [bbotk] 1 454 TRUE extratrees 0.7703363 0.7421753 0
## INFO [11:21:35.988] [bbotk] errors runtime_learners uhash
## INFO [11:21:35.988] [bbotk] 0 0.244 0f129aeb-8b0c-4e59-b868-eabbeab21e8b
## WARN [11:21:35.992] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:35.992] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:35.992] [bbotk] Proposing a randomly sampled point
## INFO [11:21:36.001] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:36.027] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:36.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:36.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:36.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:36.183] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:36.231] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:36.277] [mlr3] Finished benchmark
## INFO [11:21:36.298] [bbotk] Result of batch 1118:
## INFO [11:21:36.299] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:36.299] [bbotk] 1 424 TRUE extratrees 0.6209245 0.7439771 0
## INFO [11:21:36.299] [bbotk] errors runtime_learners uhash
## INFO [11:21:36.299] [bbotk] 0 0.217 e3eca00a-c409-45d9-afd0-e2690a22b77c
## WARN [11:21:36.303] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:36.304] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:36.304] [bbotk] Proposing a randomly sampled point
## INFO [11:21:36.312] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:36.322] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:36.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:36.450] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:36.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:36.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:36.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:36.963] [mlr3] Finished benchmark
## INFO [11:21:36.984] [bbotk] Result of batch 1119:
## INFO [11:21:36.985] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:36.985] [bbotk] 1 2 FALSE gini 0.6080802 0.8062468 0
## INFO [11:21:36.985] [bbotk] errors runtime_learners uhash
## INFO [11:21:36.985] [bbotk] 0 0.612 346746d9-bbab-4d89-86ae-506e5be00705
## WARN [11:21:36.989] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:36.989] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:36.990] [bbotk] Proposing a randomly sampled point
## INFO [11:21:37.020] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:37.037] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:37.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:37.116] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:37.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:37.260] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:37.332] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:37.404] [mlr3] Finished benchmark
## INFO [11:21:37.425] [bbotk] Result of batch 1120:
## INFO [11:21:37.426] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:37.426] [bbotk] 4 352 TRUE gini 0.9902208 0.7065917 0
## INFO [11:21:37.426] [bbotk] errors runtime_learners uhash
## INFO [11:21:37.426] [bbotk] 0 0.342 15101474-c9a8-481a-a51a-9a2b96a99ed0
## WARN [11:21:37.430] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:37.430] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:37.431] [bbotk] Proposing a randomly sampled point
## INFO [11:21:37.439] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:37.449] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:37.451] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:37.508] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:37.564] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:37.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:37.675] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:37.731] [mlr3] Finished benchmark
## INFO [11:21:37.752] [bbotk] Result of batch 1121:
## INFO [11:21:37.753] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:37.753] [bbotk] 4 197 FALSE gini 0.3895723 0.6951533 0
## INFO [11:21:37.753] [bbotk] errors runtime_learners uhash
## INFO [11:21:37.753] [bbotk] 0 0.255 3606a26e-61a2-4e20-bbfb-d5a2ceec62c9
## WARN [11:21:37.757] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:37.757] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:37.758] [bbotk] Proposing a randomly sampled point
## INFO [11:21:37.780] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:37.799] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:37.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:37.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:37.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:37.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:37.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:37.986] [mlr3] Finished benchmark
## INFO [11:21:38.007] [bbotk] Result of batch 1122:
## INFO [11:21:38.008] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:38.008] [bbotk] 2 493 FALSE gini 0.2160428 0.4 0
## INFO [11:21:38.008] [bbotk] errors runtime_learners uhash
## INFO [11:21:38.008] [bbotk] 0 0.157 e119faf8-07b3-404b-a0fc-dac1790f515b
## WARN [11:21:38.012] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:38.013] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:38.013] [bbotk] Proposing a randomly sampled point
## INFO [11:21:38.022] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:38.031] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:38.034] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:38.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:38.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:38.246] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:38.318] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:38.388] [mlr3] Finished benchmark
## INFO [11:21:38.409] [bbotk] Result of batch 1123:
## INFO [11:21:38.410] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:38.410] [bbotk] 4 281 TRUE extratrees 0.7467105 0.7116808 0
## INFO [11:21:38.410] [bbotk] errors runtime_learners uhash
## INFO [11:21:38.410] [bbotk] 0 0.331 7f3c50df-13e2-4842-930c-45cbc32a6f12
## WARN [11:21:38.414] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:38.414] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:38.415] [bbotk] Proposing a randomly sampled point
## INFO [11:21:38.424] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:38.451] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:38.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:38.521] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:38.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:38.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:38.702] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:38.762] [mlr3] Finished benchmark
## INFO [11:21:38.783] [bbotk] Result of batch 1124:
## INFO [11:21:38.785] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:38.785] [bbotk] 1 203 FALSE gini 0.9619586 0.6959234 0
## INFO [11:21:38.785] [bbotk] errors runtime_learners uhash
## INFO [11:21:38.785] [bbotk] 0 0.278 fb26116f-5958-44cd-a4d4-1af33064b38b
## WARN [11:21:38.788] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:38.789] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:38.789] [bbotk] Proposing a randomly sampled point
## INFO [11:21:38.798] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:38.807] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:38.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:38.856] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:38.903] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:38.950] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:38.997] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:39.043] [mlr3] Finished benchmark
## INFO [11:21:39.065] [bbotk] Result of batch 1125:
## INFO [11:21:39.066] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:39.066] [bbotk] 1 275 TRUE gini 0.5458374 0.6840524 0
## INFO [11:21:39.066] [bbotk] errors runtime_learners uhash
## INFO [11:21:39.066] [bbotk] 0 0.21 c75b1572-7a15-4740-a045-97b50b6dcbb6
## WARN [11:21:39.069] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:39.070] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:39.070] [bbotk] Proposing a randomly sampled point
## INFO [11:21:39.079] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:39.103] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:39.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:39.171] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:39.233] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:39.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:39.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:39.406] [mlr3] Finished benchmark
## INFO [11:21:39.426] [bbotk] Result of batch 1126:
## INFO [11:21:39.428] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:39.428] [bbotk] 1 234 TRUE gini 0.7465278 0.6918829 0
## INFO [11:21:39.428] [bbotk] errors runtime_learners uhash
## INFO [11:21:39.428] [bbotk] 0 0.27 719845c9-4791-45bf-a4bf-4cc0bb0f98c6
## WARN [11:21:39.431] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:39.431] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:39.432] [bbotk] Proposing a randomly sampled point
## INFO [11:21:39.440] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:39.450] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:39.452] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:39.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:39.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:39.546] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:39.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:39.608] [mlr3] Finished benchmark
## INFO [11:21:39.630] [bbotk] Result of batch 1127:
## INFO [11:21:39.631] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:39.631] [bbotk] 5 471 FALSE gini 0.5051713 0.6 0
## INFO [11:21:39.631] [bbotk] errors runtime_learners uhash
## INFO [11:21:39.631] [bbotk] 0 0.132 9026fb90-190a-49ac-9d36-a8ea63c176b1
## WARN [11:21:39.634] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:39.635] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:39.635] [bbotk] Proposing a randomly sampled point
## INFO [11:21:39.644] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:39.653] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:39.656] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:39.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:39.837] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:39.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:40.000] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:40.079] [mlr3] Finished benchmark
## INFO [11:21:40.100] [bbotk] Result of batch 1128:
## INFO [11:21:40.101] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:40.101] [bbotk] 4 356 TRUE extratrees 0.9713431 0.7007331 0
## INFO [11:21:40.101] [bbotk] errors runtime_learners uhash
## INFO [11:21:40.101] [bbotk] 0 0.39 d4d5e786-06a9-40fc-b265-bc0d0cbe5f70
## WARN [11:21:40.104] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:40.105] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:40.105] [bbotk] Proposing a randomly sampled point
## INFO [11:21:40.114] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:40.123] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:40.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:40.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:40.312] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:40.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:40.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:40.599] [mlr3] Finished benchmark
## INFO [11:21:40.620] [bbotk] Result of batch 1129:
## INFO [11:21:40.621] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:40.621] [bbotk] 4 113 FALSE gini 0.7169759 0.7277531 0
## INFO [11:21:40.621] [bbotk] errors runtime_learners uhash
## INFO [11:21:40.621] [bbotk] 0 0.451 e9252d83-1010-4570-b567-6c9381f9bbe0
## WARN [11:21:40.625] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:40.625] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:40.626] [bbotk] Proposing a randomly sampled point
## INFO [11:21:40.635] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:40.645] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:40.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:40.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:40.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:40.811] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:40.857] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:40.901] [mlr3] Finished benchmark
## INFO [11:21:40.922] [bbotk] Result of batch 1130:
## INFO [11:21:40.923] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:40.923] [bbotk] 5 275 FALSE extratrees 0.3413107 0.6951909 0
## INFO [11:21:40.923] [bbotk] errors runtime_learners uhash
## INFO [11:21:40.923] [bbotk] 0 0.205 6ce67c03-70e5-4e86-8d27-d742adf7671c
## WARN [11:21:40.927] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:40.927] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:40.927] [bbotk] Proposing a randomly sampled point
## INFO [11:21:40.936] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:40.945] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:40.948] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:41.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:41.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:41.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:41.170] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:41.225] [mlr3] Finished benchmark
## INFO [11:21:41.246] [bbotk] Result of batch 1131:
## INFO [11:21:41.247] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:41.247] [bbotk] 5 475 TRUE gini 0.8605977 0.6857217 0
## INFO [11:21:41.247] [bbotk] errors runtime_learners uhash
## INFO [11:21:41.247] [bbotk] 0 0.252 a417d861-9423-49c5-9136-d336f1c9c5a0
## WARN [11:21:41.250] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:41.251] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:41.251] [bbotk] Proposing a randomly sampled point
## INFO [11:21:41.260] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:41.270] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:41.272] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:41.347] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:41.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:41.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:41.547] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:41.607] [mlr3] Finished benchmark
## INFO [11:21:41.628] [bbotk] Result of batch 1132:
## INFO [11:21:41.629] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:41.629] [bbotk] 3 411 TRUE extratrees 0.8250491 0.7324083 0
## INFO [11:21:41.629] [bbotk] errors runtime_learners uhash
## INFO [11:21:41.629] [bbotk] 0 0.286 3758ba0b-f2a6-4825-a4fc-f6e387a08c03
## WARN [11:21:41.633] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:41.633] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:41.634] [bbotk] Proposing a randomly sampled point
## INFO [11:21:41.643] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:41.652] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:41.654] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:41.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:41.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:41.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:41.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:41.812] [mlr3] Finished benchmark
## INFO [11:21:41.833] [bbotk] Result of batch 1133:
## INFO [11:21:41.834] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:41.834] [bbotk] 5 400 TRUE gini 0.2518153 0.6 0
## INFO [11:21:41.834] [bbotk] errors runtime_learners uhash
## INFO [11:21:41.834] [bbotk] 0 0.131 a937db31-4757-47a3-8c3c-3d7fc7ef9559
## WARN [11:21:41.838] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:41.839] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:41.839] [bbotk] Proposing a randomly sampled point
## INFO [11:21:41.848] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:41.858] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:41.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:41.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:42.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:42.159] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:42.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:42.346] [mlr3] Finished benchmark
## INFO [11:21:42.368] [bbotk] Result of batch 1134:
## INFO [11:21:42.369] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:42.369] [bbotk] 2 31 FALSE gini 0.4523205 0.7369352 0
## INFO [11:21:42.369] [bbotk] errors runtime_learners uhash
## INFO [11:21:42.369] [bbotk] 0 0.441 8c64cc02-1fc8-4fab-81a1-190eaffd717d
## WARN [11:21:42.372] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:42.373] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:42.373] [bbotk] Proposing a randomly sampled point
## INFO [11:21:42.382] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:42.392] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:42.394] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:42.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:42.459] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:42.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:42.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:42.579] [mlr3] Finished benchmark
## INFO [11:21:42.606] [bbotk] Result of batch 1135:
## INFO [11:21:42.607] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:42.607] [bbotk] 4 164 TRUE gini 0.1150991 0.8 0
## INFO [11:21:42.607] [bbotk] errors runtime_learners uhash
## INFO [11:21:42.607] [bbotk] 0 0.157 59f12a1b-4566-4ebb-9921-23db09cdbfe5
## WARN [11:21:42.612] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:42.612] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:42.613] [bbotk] Proposing a randomly sampled point
## INFO [11:21:42.622] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:42.632] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:42.635] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:42.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:42.817] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:42.886] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:42.955] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:43.021] [mlr3] Finished benchmark
## INFO [11:21:43.047] [bbotk] Result of batch 1136:
## INFO [11:21:43.048] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:43.048] [bbotk] 4 283 TRUE extratrees 0.6078647 0.7307554 0
## INFO [11:21:43.048] [bbotk] errors runtime_learners uhash
## INFO [11:21:43.048] [bbotk] 0 0.344 03d5b54d-b835-4e41-91d8-d4ee0a6975d0
## WARN [11:21:43.052] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:43.052] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:43.053] [bbotk] Proposing a randomly sampled point
## INFO [11:21:43.061] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:43.071] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:43.073] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:43.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:43.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:43.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:43.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:43.332] [mlr3] Finished benchmark
## INFO [11:21:43.354] [bbotk] Result of batch 1137:
## INFO [11:21:43.356] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:43.356] [bbotk] 3 196 TRUE gini 0.3857891 0.6880255 0
## INFO [11:21:43.356] [bbotk] errors runtime_learners uhash
## INFO [11:21:43.356] [bbotk] 0 0.232 bcf1e098-a441-452f-88ca-19f37b4bc233
## WARN [11:21:43.359] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:43.360] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:43.360] [bbotk] Proposing a randomly sampled point
## INFO [11:21:43.369] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:43.379] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:43.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:43.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:43.498] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:43.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:43.628] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:43.689] [mlr3] Finished benchmark
## INFO [11:21:43.718] [bbotk] Result of batch 1138:
## INFO [11:21:43.720] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:43.720] [bbotk] 3 239 FALSE extratrees 0.5142241 0.7304852 0
## INFO [11:21:43.720] [bbotk] errors runtime_learners uhash
## INFO [11:21:43.720] [bbotk] 0 0.267 253535c3-31f7-496c-8211-a94c47daf15c
## WARN [11:21:43.726] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:43.726] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:43.727] [bbotk] Proposing a randomly sampled point
## INFO [11:21:43.743] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:43.753] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:43.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:43.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:43.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:43.924] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:43.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:44.033] [mlr3] Finished benchmark
## INFO [11:21:44.054] [bbotk] Result of batch 1139:
## INFO [11:21:44.055] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:44.055] [bbotk] 2 356 FALSE gini 0.9941504 0.7049501 0
## INFO [11:21:44.055] [bbotk] errors runtime_learners uhash
## INFO [11:21:44.055] [bbotk] 0 0.254 3d579593-9b3d-4483-87ac-f543e3c28f97
## WARN [11:21:44.059] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:44.060] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:44.060] [bbotk] Proposing a randomly sampled point
## INFO [11:21:44.069] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:44.078] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:44.081] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:44.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:44.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:44.406] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:44.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:44.627] [mlr3] Finished benchmark
## INFO [11:21:44.666] [bbotk] Result of batch 1140:
## INFO [11:21:44.668] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:44.668] [bbotk] 4 133 TRUE extratrees 0.8775699 0.6819351 0
## INFO [11:21:44.668] [bbotk] errors runtime_learners uhash
## INFO [11:21:44.668] [bbotk] 0 0.524 40d5bdc9-53e5-417d-b0f8-b99a74236375
## WARN [11:21:44.673] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:44.674] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:44.675] [bbotk] Proposing a randomly sampled point
## INFO [11:21:44.693] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:44.713] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:44.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:44.755] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:44.790] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:44.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:44.862] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:44.898] [mlr3] Finished benchmark
## INFO [11:21:44.919] [bbotk] Result of batch 1141:
## INFO [11:21:44.920] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:44.920] [bbotk] 4 322 FALSE extratrees 0.2487843 0.6 0
## INFO [11:21:44.920] [bbotk] errors runtime_learners uhash
## INFO [11:21:44.920] [bbotk] 0 0.152 44b2148c-3130-4842-add3-73f92ae53329
## WARN [11:21:44.924] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:44.924] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:44.924] [bbotk] Proposing a randomly sampled point
## INFO [11:21:44.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:44.943] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:44.946] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:45.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:45.069] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:45.129] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:45.190] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:45.250] [mlr3] Finished benchmark
## INFO [11:21:45.272] [bbotk] Result of batch 1142:
## INFO [11:21:45.273] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:45.273] [bbotk] 1 401 TRUE extratrees 0.8455538 0.738286 0
## INFO [11:21:45.273] [bbotk] errors runtime_learners uhash
## INFO [11:21:45.273] [bbotk] 0 0.282 1ce466ae-d86f-468d-a5cc-4a0fee8d0dc6
## WARN [11:21:45.277] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:45.277] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:45.278] [bbotk] Proposing a randomly sampled point
## INFO [11:21:45.301] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:45.318] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:45.322] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:45.376] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:45.430] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:45.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:45.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:45.583] [mlr3] Finished benchmark
## INFO [11:21:45.604] [bbotk] Result of batch 1143:
## INFO [11:21:45.605] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:45.605] [bbotk] 1 209 FALSE gini 0.3941506 0.6823995 0
## INFO [11:21:45.605] [bbotk] errors runtime_learners uhash
## INFO [11:21:45.605] [bbotk] 0 0.228 709445a1-ab6f-4475-8f5b-6d0b02dd2733
## WARN [11:21:45.609] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:45.610] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:45.610] [bbotk] Proposing a randomly sampled point
## INFO [11:21:45.619] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:45.628] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:45.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:45.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:45.722] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:45.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:45.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:45.859] [mlr3] Finished benchmark
## INFO [11:21:45.881] [bbotk] Result of batch 1144:
## INFO [11:21:45.883] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:45.883] [bbotk] 2 162 TRUE extratrees 0.2769455 0.7308228 0
## INFO [11:21:45.883] [bbotk] errors runtime_learners uhash
## INFO [11:21:45.883] [bbotk] 0 0.205 523f03de-d783-41eb-a805-f8df4ec44f71
## WARN [11:21:45.886] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:45.887] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:45.887] [bbotk] Proposing a randomly sampled point
## INFO [11:21:45.896] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:45.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:45.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:45.972] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:46.025] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:46.079] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:46.134] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:46.186] [mlr3] Finished benchmark
## INFO [11:21:46.210] [bbotk] Result of batch 1145:
## INFO [11:21:46.211] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:46.211] [bbotk] 1 104 TRUE gini 0.2604328 0.6916667 0
## INFO [11:21:46.211] [bbotk] errors runtime_learners uhash
## INFO [11:21:46.211] [bbotk] 0 0.226 74713f51-a080-4a03-977f-f85179cbf060
## WARN [11:21:46.215] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:46.215] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:46.215] [bbotk] Proposing a randomly sampled point
## INFO [11:21:46.224] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:46.233] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:46.236] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:46.353] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:46.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:46.588] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:46.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:46.824] [mlr3] Finished benchmark
## INFO [11:21:46.845] [bbotk] Result of batch 1146:
## INFO [11:21:46.846] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:46.846] [bbotk] 3 48 FALSE extratrees 0.7788351 0.6976819 0
## INFO [11:21:46.846] [bbotk] errors runtime_learners uhash
## INFO [11:21:46.846] [bbotk] 0 0.563 4f037c90-9a02-490b-a078-1ab56aa9eb3a
## WARN [11:21:46.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:46.850] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:46.851] [bbotk] Proposing a randomly sampled point
## INFO [11:21:46.859] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:46.869] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:46.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:47.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:47.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:47.561] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:47.791] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:48.013] [mlr3] Finished benchmark
## INFO [11:21:48.035] [bbotk] Result of batch 1147:
## INFO [11:21:48.036] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:48.036] [bbotk] 4 9 TRUE extratrees 0.9718442 0.8134994 0
## INFO [11:21:48.036] [bbotk] errors runtime_learners uhash
## INFO [11:21:48.036] [bbotk] 0 1.082 5075a8eb-c471-4365-8634-62f9a77c4d52
## WARN [11:21:48.040] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:48.040] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:48.041] [bbotk] Proposing a randomly sampled point
## INFO [11:21:48.049] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:48.059] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:48.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:48.173] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:48.280] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:48.390] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:48.499] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:48.613] [mlr3] Finished benchmark
## INFO [11:21:48.634] [bbotk] Result of batch 1148:
## INFO [11:21:48.635] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:48.635] [bbotk] 5 100 FALSE gini 0.8496928 0.7432405 0
## INFO [11:21:48.635] [bbotk] errors runtime_learners uhash
## INFO [11:21:48.635] [bbotk] 0 0.526 8a24d295-a34c-4152-ba83-723bdfe8dede
## WARN [11:21:48.639] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:48.639] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:48.640] [bbotk] Proposing a randomly sampled point
## INFO [11:21:48.648] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:48.658] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:48.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:48.711] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:48.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:48.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:48.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:48.858] [mlr3] Finished benchmark
## INFO [11:21:48.879] [bbotk] Result of batch 1149:
## INFO [11:21:48.880] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:48.880] [bbotk] 1 221 TRUE extratrees 0.2226484 0.6 0
## INFO [11:21:48.880] [bbotk] errors runtime_learners uhash
## INFO [11:21:48.880] [bbotk] 0 0.144 dfe66b75-78af-4aa7-b7f5-12fc8c54d693
## WARN [11:21:48.884] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:48.884] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:48.885] [bbotk] Proposing a randomly sampled point
## INFO [11:21:48.893] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:48.902] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:48.905] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:49.009] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:49.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:49.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:49.325] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:49.432] [mlr3] Finished benchmark
## INFO [11:21:49.454] [bbotk] Result of batch 1150:
## INFO [11:21:49.455] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:49.455] [bbotk] 2 47 FALSE gini 0.9360341 0.7624036 0
## INFO [11:21:49.455] [bbotk] errors runtime_learners uhash
## INFO [11:21:49.455] [bbotk] 0 0.502 52800a56-1882-4ff8-89da-cba99f628062
## WARN [11:21:49.459] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:49.459] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:49.460] [bbotk] Proposing a randomly sampled point
## INFO [11:21:49.468] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:49.478] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:49.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:49.548] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:49.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:49.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:49.780] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:49.852] [mlr3] Finished benchmark
## INFO [11:21:49.878] [bbotk] Result of batch 1151:
## INFO [11:21:49.879] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:49.879] [bbotk] 5 434 FALSE extratrees 0.9598218 0.7234028 0
## INFO [11:21:49.879] [bbotk] errors runtime_learners uhash
## INFO [11:21:49.879] [bbotk] 0 0.336 a5bcab25-7146-4f0d-81da-c4c17c2788a0
## WARN [11:21:49.883] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:49.884] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:49.884] [bbotk] Proposing a randomly sampled point
## INFO [11:21:49.892] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:49.902] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:49.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:50.010] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:50.117] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:50.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:50.335] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:50.444] [mlr3] Finished benchmark
## INFO [11:21:50.466] [bbotk] Result of batch 1152:
## INFO [11:21:50.467] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:50.467] [bbotk] 2 100 TRUE extratrees 0.9762876 0.6861244 0
## INFO [11:21:50.467] [bbotk] errors runtime_learners uhash
## INFO [11:21:50.467] [bbotk] 0 0.515 6095eed7-0425-4863-b0c4-d91cd7132d89
## WARN [11:21:50.471] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:50.471] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:50.472] [bbotk] Proposing a randomly sampled point
## INFO [11:21:50.481] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:50.490] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:50.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:50.544] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:50.594] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:50.661] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:50.718] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:50.774] [mlr3] Finished benchmark
## INFO [11:21:50.803] [bbotk] Result of batch 1153:
## INFO [11:21:50.805] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:50.805] [bbotk] 5 195 FALSE extratrees 0.310379 0.7157885 0
## INFO [11:21:50.805] [bbotk] errors runtime_learners uhash
## INFO [11:21:50.805] [bbotk] 0 0.25 702dd536-5c74-458e-adf7-7386464c8941
## WARN [11:21:50.810] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:50.811] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:50.811] [bbotk] Proposing a randomly sampled point
## INFO [11:21:50.821] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:50.830] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:50.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:50.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:51.112] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:51.256] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:51.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:51.544] [mlr3] Finished benchmark
## INFO [11:21:51.565] [bbotk] Result of batch 1154:
## INFO [11:21:51.567] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:51.567] [bbotk] 3 27 TRUE extratrees 0.7973167 0.7180854 0
## INFO [11:21:51.567] [bbotk] errors runtime_learners uhash
## INFO [11:21:51.567] [bbotk] 0 0.687 27c83b4f-c852-4bfe-b1fa-799d5f1fe13b
## WARN [11:21:51.570] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:51.571] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:51.571] [bbotk] Proposing a randomly sampled point
## INFO [11:21:51.580] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:51.589] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:51.592] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:51.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:51.697] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:51.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:51.825] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:51.885] [mlr3] Finished benchmark
## INFO [11:21:51.915] [bbotk] Result of batch 1155:
## INFO [11:21:51.916] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:51.916] [bbotk] 4 373 FALSE gini 0.7575171 0.7238828 0
## INFO [11:21:51.916] [bbotk] errors runtime_learners uhash
## INFO [11:21:51.916] [bbotk] 0 0.247 c3b926a3-ea7f-498b-bf04-45742670e1c6
## WARN [11:21:51.922] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:51.922] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:51.923] [bbotk] Proposing a randomly sampled point
## INFO [11:21:51.933] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:51.942] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:51.945] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:52.023] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:52.097] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:52.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:52.252] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:52.329] [mlr3] Finished benchmark
## INFO [11:21:52.352] [bbotk] Result of batch 1156:
## INFO [11:21:52.353] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:52.353] [bbotk] 5 319 FALSE extratrees 0.8962922 0.6967764 0
## INFO [11:21:52.353] [bbotk] errors runtime_learners uhash
## INFO [11:21:52.353] [bbotk] 0 0.363 edc43975-b2ff-4757-80fc-dbb332f80b76
## WARN [11:21:52.356] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:52.357] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:52.357] [bbotk] Proposing a randomly sampled point
## INFO [11:21:52.366] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:52.376] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:52.379] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:52.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:52.457] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:52.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:52.549] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:52.591] [mlr3] Finished benchmark
## INFO [11:21:52.621] [bbotk] Result of batch 1157:
## INFO [11:21:52.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:52.622] [bbotk] 1 313 TRUE extratrees 0.3780645 0.7244275 0
## INFO [11:21:52.622] [bbotk] errors runtime_learners uhash
## INFO [11:21:52.622] [bbotk] 0 0.171 8a57e7d7-9266-4f14-b833-66f0efb8bf02
## WARN [11:21:52.628] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:52.629] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:52.629] [bbotk] Proposing a randomly sampled point
## INFO [11:21:52.646] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:52.656] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:52.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:52.781] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:52.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:53.028] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:53.152] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:53.280] [mlr3] Finished benchmark
## INFO [11:21:53.305] [bbotk] Result of batch 1158:
## INFO [11:21:53.306] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:53.306] [bbotk] 2 24 TRUE gini 0.8775061 0.7851378 0
## INFO [11:21:53.306] [bbotk] errors runtime_learners uhash
## INFO [11:21:53.306] [bbotk] 0 0.594 34de34a1-f8ea-429e-b548-64daf8f6d26e
## WARN [11:21:53.310] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:53.311] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:53.311] [bbotk] Proposing a randomly sampled point
## INFO [11:21:53.321] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:53.331] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:53.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:53.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:53.401] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:53.438] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:53.496] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:53.533] [mlr3] Finished benchmark
## INFO [11:21:53.564] [bbotk] Result of batch 1159:
## INFO [11:21:53.566] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:53.566] [bbotk] 4 277 TRUE gini 0.2017412 0.6 0
## INFO [11:21:53.566] [bbotk] errors runtime_learners uhash
## INFO [11:21:53.566] [bbotk] 0 0.148 84832d2b-6806-4675-a230-04ca2e3c91ae
## WARN [11:21:53.572] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:53.572] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:53.573] [bbotk] Proposing a randomly sampled point
## INFO [11:21:53.591] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:53.602] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:53.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:53.641] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:53.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:53.712] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:53.747] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:53.781] [mlr3] Finished benchmark
## INFO [11:21:53.803] [bbotk] Result of batch 1160:
## INFO [11:21:53.804] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:53.804] [bbotk] 5 411 FALSE extratrees 0.2796403 0.6 0
## INFO [11:21:53.804] [bbotk] errors runtime_learners uhash
## INFO [11:21:53.804] [bbotk] 0 0.153 6c854def-3b9b-4507-a03f-6dad13531e21
## WARN [11:21:53.808] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:53.808] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:53.809] [bbotk] Proposing a randomly sampled point
## INFO [11:21:53.818] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:53.827] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:53.830] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:53.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:53.913] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:53.956] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:53.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:54.041] [mlr3] Finished benchmark
## INFO [11:21:54.088] [bbotk] Result of batch 1161:
## INFO [11:21:54.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:54.090] [bbotk] 4 407 TRUE extratrees 0.4754214 0.7033213 0
## INFO [11:21:54.090] [bbotk] errors runtime_learners uhash
## INFO [11:21:54.090] [bbotk] 0 0.182 8d69efeb-042a-4c86-bc62-f21a4fe1bda1
## WARN [11:21:54.097] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:54.098] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:54.099] [bbotk] Proposing a randomly sampled point
## INFO [11:21:54.119] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:54.143] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:54.146] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:54.185] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:54.223] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:54.263] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:54.301] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:54.338] [mlr3] Finished benchmark
## INFO [11:21:54.361] [bbotk] Result of batch 1162:
## INFO [11:21:54.362] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:54.362] [bbotk] 1 452 FALSE extratrees 0.2088393 0.4 0
## INFO [11:21:54.362] [bbotk] errors runtime_learners uhash
## INFO [11:21:54.362] [bbotk] 0 0.163 c48c2555-17e0-4fc6-85eb-781169510718
## WARN [11:21:54.366] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:54.367] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:54.367] [bbotk] Proposing a randomly sampled point
## INFO [11:21:54.376] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:54.387] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:54.389] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:54.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:54.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:54.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:54.705] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:54.782] [mlr3] Finished benchmark
## INFO [11:21:54.820] [bbotk] Result of batch 1163:
## INFO [11:21:54.822] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:54.822] [bbotk] 5 269 FALSE gini 0.9883452 0.7296386 0
## INFO [11:21:54.822] [bbotk] errors runtime_learners uhash
## INFO [11:21:54.822] [bbotk] 0 0.364 6e510666-1c44-4917-ad6e-c277b8cd7d1c
## WARN [11:21:54.828] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:54.828] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:54.829] [bbotk] Proposing a randomly sampled point
## INFO [11:21:54.848] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:54.868] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:54.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:54.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:54.959] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:54.999] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:55.032] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:55.063] [mlr3] Finished benchmark
## INFO [11:21:55.085] [bbotk] Result of batch 1164:
## INFO [11:21:55.086] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:55.086] [bbotk] 2 270 TRUE extratrees 0.217525 0.4 0
## INFO [11:21:55.086] [bbotk] errors runtime_learners uhash
## INFO [11:21:55.086] [bbotk] 0 0.159 c116aa4c-b4ab-47a6-ac5e-55209a5714aa
## WARN [11:21:55.090] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:55.090] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:55.090] [bbotk] Proposing a randomly sampled point
## INFO [11:21:55.099] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:55.109] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:55.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:55.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:55.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:55.261] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:55.310] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:55.359] [mlr3] Finished benchmark
## INFO [11:21:55.381] [bbotk] Result of batch 1165:
## INFO [11:21:55.382] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:55.382] [bbotk] 4 66 FALSE extratrees 0.1144978 0.7270305 0
## INFO [11:21:55.382] [bbotk] errors runtime_learners uhash
## INFO [11:21:55.382] [bbotk] 0 0.222 d74cc17c-7016-458c-b8af-dffb9e56d991
## WARN [11:21:55.386] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:55.387] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:55.387] [bbotk] Proposing a randomly sampled point
## INFO [11:21:55.413] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:55.432] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:55.436] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:55.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:55.526] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:55.565] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:55.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:55.642] [mlr3] Finished benchmark
## INFO [11:21:55.663] [bbotk] Result of batch 1166:
## INFO [11:21:55.664] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:55.664] [bbotk] 1 422 FALSE gini 0.4989646 0.6608921 0
## INFO [11:21:55.664] [bbotk] errors runtime_learners uhash
## INFO [11:21:55.664] [bbotk] 0 0.176 c8019bed-9a5e-455a-9cec-589dc2db45fc
## WARN [11:21:55.668] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:55.668] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:55.668] [bbotk] Proposing a randomly sampled point
## INFO [11:21:55.677] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:55.686] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:55.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:55.720] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:55.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:55.782] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:55.813] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:55.845] [mlr3] Finished benchmark
## INFO [11:21:55.868] [bbotk] Result of batch 1167:
## INFO [11:21:55.869] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:55.869] [bbotk] 3 499 FALSE extratrees 0.5654268 0.6 0
## INFO [11:21:55.869] [bbotk] errors runtime_learners uhash
## INFO [11:21:55.869] [bbotk] 0 0.131 a3856dd6-27a1-42aa-a82f-678c931aba5a
## WARN [11:21:55.873] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:55.873] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:55.874] [bbotk] Proposing a randomly sampled point
## INFO [11:21:55.883] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:55.914] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:55.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:55.986] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:56.052] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:56.119] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:56.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:56.240] [mlr3] Finished benchmark
## INFO [11:21:56.262] [bbotk] Result of batch 1168:
## INFO [11:21:56.263] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:56.263] [bbotk] 3 120 TRUE gini 0.3658929 0.6991639 0
## INFO [11:21:56.263] [bbotk] errors runtime_learners uhash
## INFO [11:21:56.263] [bbotk] 0 0.284 3a0dbef8-22e0-43df-bfad-5076e73a3777
## WARN [11:21:56.267] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:56.267] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:56.268] [bbotk] Proposing a randomly sampled point
## INFO [11:21:56.276] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:56.286] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:56.288] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:56.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:56.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:56.491] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:56.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:56.625] [mlr3] Finished benchmark
## INFO [11:21:56.647] [bbotk] Result of batch 1169:
## INFO [11:21:56.648] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:56.648] [bbotk] 4 266 FALSE gini 0.7205766 0.727729 0
## INFO [11:21:56.648] [bbotk] errors runtime_learners uhash
## INFO [11:21:56.648] [bbotk] 0 0.312 5c74aeb7-2c11-44a8-a043-f6b15900bfb9
## WARN [11:21:56.652] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:56.653] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:56.653] [bbotk] Proposing a randomly sampled point
## INFO [11:21:56.662] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:56.688] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:56.692] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:56.807] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:56.915] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:57.026] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:57.137] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:57.242] [mlr3] Finished benchmark
## INFO [11:21:57.264] [bbotk] Result of batch 1170:
## INFO [11:21:57.265] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:57.265] [bbotk] 5 150 TRUE gini 0.8633681 0.71423 0
## INFO [11:21:57.265] [bbotk] errors runtime_learners uhash
## INFO [11:21:57.265] [bbotk] 0 0.511 5f1c45c9-5434-4eb1-ba8b-a38018f4bf29
## WARN [11:21:57.269] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:57.270] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:57.270] [bbotk] Proposing a randomly sampled point
## INFO [11:21:57.279] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:57.288] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:57.291] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:57.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:57.409] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:57.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:57.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:57.598] [mlr3] Finished benchmark
## INFO [11:21:57.621] [bbotk] Result of batch 1171:
## INFO [11:21:57.622] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:57.622] [bbotk] 4 395 FALSE gini 0.9450756 0.7333769 0
## INFO [11:21:57.622] [bbotk] errors runtime_learners uhash
## INFO [11:21:57.622] [bbotk] 0 0.279 0552c288-3d01-4d27-a41c-83703ee7f1b8
## WARN [11:21:57.626] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:57.626] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:57.627] [bbotk] Proposing a randomly sampled point
## INFO [11:21:57.636] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:57.662] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:57.666] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:57.746] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:57.824] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:57.904] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:57.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:58.058] [mlr3] Finished benchmark
## INFO [11:21:58.090] [bbotk] Result of batch 1172:
## INFO [11:21:58.091] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:58.091] [bbotk] 3 104 FALSE gini 0.3959903 0.7067782 0
## INFO [11:21:58.091] [bbotk] errors runtime_learners uhash
## INFO [11:21:58.091] [bbotk] 0 0.353 2567ed38-010e-42ad-b986-c032a66009be
## WARN [11:21:58.097] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:58.097] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:58.098] [bbotk] Proposing a randomly sampled point
## INFO [11:21:58.108] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:58.118] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:58.121] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:58.158] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:58.195] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:58.230] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:58.265] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:58.299] [mlr3] Finished benchmark
## INFO [11:21:58.321] [bbotk] Result of batch 1173:
## INFO [11:21:58.322] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:58.322] [bbotk] 1 405 FALSE gini 0.3445228 0.6 0
## INFO [11:21:58.322] [bbotk] errors runtime_learners uhash
## INFO [11:21:58.322] [bbotk] 0 0.152 3c252049-bf16-46d1-890b-1afcf2e755b8
## WARN [11:21:58.326] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:58.326] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:58.327] [bbotk] Proposing a randomly sampled point
## INFO [11:21:58.336] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:58.346] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:58.348] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:58.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:58.502] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:58.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:58.647] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:58.716] [mlr3] Finished benchmark
## INFO [11:21:58.738] [bbotk] Result of batch 1174:
## INFO [11:21:58.739] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:58.739] [bbotk] 3 265 FALSE extratrees 0.7199685 0.7133855 0
## INFO [11:21:58.739] [bbotk] errors runtime_learners uhash
## INFO [11:21:58.739] [bbotk] 0 0.331 d592c9b9-022a-420d-8f26-6afc8777be59
## WARN [11:21:58.743] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:58.743] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:58.744] [bbotk] Proposing a randomly sampled point
## INFO [11:21:58.754] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:58.764] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:58.767] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:58.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:58.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:58.906] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:58.951] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:58.995] [mlr3] Finished benchmark
## INFO [11:21:59.018] [bbotk] Result of batch 1175:
## INFO [11:21:59.019] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:59.019] [bbotk] 4 247 TRUE gini 0.4180552 0.6613586 0
## INFO [11:21:59.019] [bbotk] errors runtime_learners uhash
## INFO [11:21:59.019] [bbotk] 0 0.202 71a68270-fc13-4ab1-86de-2adac5daddcf
## WARN [11:21:59.023] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:59.023] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:59.024] [bbotk] Proposing a randomly sampled point
## INFO [11:21:59.033] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:59.043] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:59.046] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:59.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:59.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:59.205] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:59.254] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:59.301] [mlr3] Finished benchmark
## INFO [11:21:59.326] [bbotk] Result of batch 1176:
## INFO [11:21:59.327] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:59.327] [bbotk] 4 483 FALSE gini 0.8019208 0.6532537 0
## INFO [11:21:59.327] [bbotk] errors runtime_learners uhash
## INFO [11:21:59.327] [bbotk] 0 0.216 77c4ac97-3c13-48cc-bd5e-9648370d3845
## WARN [11:21:59.331] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:59.331] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:59.331] [bbotk] Proposing a randomly sampled point
## INFO [11:21:59.340] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:59.350] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:59.352] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:59.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:59.471] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:59.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:59.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:59.647] [mlr3] Finished benchmark
## INFO [11:21:59.669] [bbotk] Result of batch 1177:
## INFO [11:21:59.670] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:59.670] [bbotk] 1 381 FALSE extratrees 0.9506939 0.727195 0
## INFO [11:21:59.670] [bbotk] errors runtime_learners uhash
## INFO [11:21:59.670] [bbotk] 0 0.271 eb6af42c-6e13-41fe-862b-584d16f4d6b5
## WARN [11:21:59.674] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:59.675] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:59.675] [bbotk] Proposing a randomly sampled point
## INFO [11:21:59.684] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:59.694] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:59.696] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:21:59.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:21:59.794] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:21:59.838] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:21:59.883] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:21:59.926] [mlr3] Finished benchmark
## INFO [11:21:59.952] [bbotk] Result of batch 1178:
## INFO [11:21:59.953] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:21:59.953] [bbotk] 2 235 TRUE gini 0.325719 0.653526 0
## INFO [11:21:59.953] [bbotk] errors runtime_learners uhash
## INFO [11:21:59.953] [bbotk] 0 0.18 bd4774dd-bed6-40c5-a834-63ece470ce62
## WARN [11:21:59.957] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:21:59.957] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:21:59.957] [bbotk] Proposing a randomly sampled point
## INFO [11:21:59.966] [bbotk] Evaluating 1 configuration(s)
## INFO [11:21:59.975] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:21:59.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:00.021] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:00.063] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:00.105] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:00.148] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:00.189] [mlr3] Finished benchmark
## INFO [11:22:00.212] [bbotk] Result of batch 1179:
## INFO [11:22:00.213] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:00.213] [bbotk] 3 471 TRUE gini 0.5762285 0.6495827 0
## INFO [11:22:00.213] [bbotk] errors runtime_learners uhash
## INFO [11:22:00.213] [bbotk] 0 0.184 35693410-eeac-45b4-88ce-45a0826e2b1f
## WARN [11:22:00.217] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:00.217] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:00.218] [bbotk] Proposing a randomly sampled point
## INFO [11:22:00.227] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:00.236] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:00.239] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:00.300] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:00.407] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:00.468] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:00.531] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:00.592] [mlr3] Finished benchmark
## INFO [11:22:00.622] [bbotk] Result of batch 1180:
## INFO [11:22:00.624] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:00.624] [bbotk] 4 415 FALSE gini 0.888553 0.7296521 0
## INFO [11:22:00.624] [bbotk] errors runtime_learners uhash
## INFO [11:22:00.624] [bbotk] 0 0.316 7ffc0120-06db-4e35-80e4-f131f60a4939
## WARN [11:22:00.629] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:00.630] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:00.630] [bbotk] Proposing a randomly sampled point
## INFO [11:22:00.640] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:00.649] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:00.652] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:00.689] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:00.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:00.761] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:00.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:00.835] [mlr3] Finished benchmark
## INFO [11:22:00.857] [bbotk] Result of batch 1181:
## INFO [11:22:00.858] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:00.858] [bbotk] 1 319 FALSE gini 0.1986354 0.6 0
## INFO [11:22:00.858] [bbotk] errors runtime_learners uhash
## INFO [11:22:00.858] [bbotk] 0 0.158 b30cf368-ff78-48ea-984d-78cc6536f63e
## WARN [11:22:00.862] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:00.863] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:00.863] [bbotk] Proposing a randomly sampled point
## INFO [11:22:00.872] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:00.882] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:00.884] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:00.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:01.055] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:01.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:01.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:01.342] [mlr3] Finished benchmark
## INFO [11:22:01.373] [bbotk] Result of batch 1182:
## INFO [11:22:01.375] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:01.375] [bbotk] 4 182 TRUE extratrees 0.7321471 0.6902343 0
## INFO [11:22:01.375] [bbotk] errors runtime_learners uhash
## INFO [11:22:01.375] [bbotk] 0 0.425 5ab1df96-e2fd-43b3-9f9b-c25465e47486
## WARN [11:22:01.381] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:01.382] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:01.383] [bbotk] Proposing a randomly sampled point
## INFO [11:22:01.400] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:01.416] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:01.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:01.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:01.518] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:01.569] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:01.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:01.667] [mlr3] Finished benchmark
## INFO [11:22:01.690] [bbotk] Result of batch 1183:
## INFO [11:22:01.691] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:01.691] [bbotk] 2 442 FALSE gini 0.9878704 0.6971713 0
## INFO [11:22:01.691] [bbotk] errors runtime_learners uhash
## INFO [11:22:01.691] [bbotk] 0 0.225 3bb94904-f172-4d64-9e5e-ff66d76f4dd9
## WARN [11:22:01.694] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:01.695] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:01.695] [bbotk] Proposing a randomly sampled point
## INFO [11:22:01.704] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:01.714] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:01.717] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:01.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:01.911] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:02.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:02.106] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:02.203] [mlr3] Finished benchmark
## INFO [11:22:02.245] [bbotk] Result of batch 1184:
## INFO [11:22:02.247] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:02.247] [bbotk] 3 28 TRUE gini 0.4476305 0.7407408 0
## INFO [11:22:02.247] [bbotk] errors runtime_learners uhash
## INFO [11:22:02.247] [bbotk] 0 0.459 3dccea86-d2f8-48e5-ace0-4c2e973ab191
## WARN [11:22:02.253] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:02.254] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:02.254] [bbotk] Proposing a randomly sampled point
## INFO [11:22:02.273] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:02.291] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:02.296] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:02.397] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:02.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:02.590] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:02.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:02.784] [mlr3] Finished benchmark
## INFO [11:22:02.806] [bbotk] Result of batch 1185:
## INFO [11:22:02.807] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:02.807] [bbotk] 4 155 FALSE extratrees 0.8579551 0.6861939 0
## INFO [11:22:02.807] [bbotk] errors runtime_learners uhash
## INFO [11:22:02.807] [bbotk] 0 0.459 a9e7ce17-184f-4bc1-b3cd-b4602d4784ff
## WARN [11:22:02.810] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:02.811] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:02.811] [bbotk] Proposing a randomly sampled point
## INFO [11:22:02.820] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:02.829] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:02.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:02.867] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:02.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:02.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:02.970] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:03.004] [mlr3] Finished benchmark
## INFO [11:22:03.027] [bbotk] Result of batch 1186:
## INFO [11:22:03.028] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:03.028] [bbotk] 2 379 FALSE extratrees 0.3520418 0.6 0
## INFO [11:22:03.028] [bbotk] errors runtime_learners uhash
## INFO [11:22:03.028] [bbotk] 0 0.148 9a09921e-8fdb-4d6e-ba13-2e12112f03f0
## WARN [11:22:03.031] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:03.032] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:03.032] [bbotk] Proposing a randomly sampled point
## INFO [11:22:03.060] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:03.079] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:03.084] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:03.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:03.179] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:03.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:03.269] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:03.310] [mlr3] Finished benchmark
## INFO [11:22:03.332] [bbotk] Result of batch 1187:
## INFO [11:22:03.333] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:03.333] [bbotk] 5 183 TRUE gini 0.2545152 0.6593143 0
## INFO [11:22:03.333] [bbotk] errors runtime_learners uhash
## INFO [11:22:03.333] [bbotk] 0 0.189 e7a9cc78-3833-4bed-966f-f5bbfc152f59
## WARN [11:22:03.337] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:03.338] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:03.338] [bbotk] Proposing a randomly sampled point
## INFO [11:22:03.347] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:03.356] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:03.358] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:03.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:03.422] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:03.453] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:03.484] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:03.515] [mlr3] Finished benchmark
## INFO [11:22:03.537] [bbotk] Result of batch 1188:
## INFO [11:22:03.538] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:03.538] [bbotk] 1 247 TRUE gini 0.2514883 0.6 0
## INFO [11:22:03.538] [bbotk] errors runtime_learners uhash
## INFO [11:22:03.538] [bbotk] 0 0.133 ae99e86e-0c5d-46e5-b2e2-3bc134624c85
## WARN [11:22:03.542] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:03.542] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:03.543] [bbotk] Proposing a randomly sampled point
## INFO [11:22:03.552] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:03.561] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:03.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:03.636] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:03.694] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:03.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:03.809] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:03.866] [mlr3] Finished benchmark
## INFO [11:22:03.892] [bbotk] Result of batch 1189:
## INFO [11:22:03.893] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:03.893] [bbotk] 5 371 FALSE extratrees 0.5622358 0.7234808 0
## INFO [11:22:03.893] [bbotk] errors runtime_learners uhash
## INFO [11:22:03.893] [bbotk] 0 0.249 a604659e-ea51-45b2-a13d-f1004ce6ae06
## WARN [11:22:03.897] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:03.898] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:03.898] [bbotk] Proposing a randomly sampled point
## INFO [11:22:03.907] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:03.916] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:03.918] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:04.007] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:04.094] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:04.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:04.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:04.360] [mlr3] Finished benchmark
## INFO [11:22:04.383] [bbotk] Result of batch 1190:
## INFO [11:22:04.384] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:04.384] [bbotk] 3 101 FALSE extratrees 0.6644228 0.6823024 0
## INFO [11:22:04.384] [bbotk] errors runtime_learners uhash
## INFO [11:22:04.384] [bbotk] 0 0.416 2400c551-5326-4622-82e0-e3088ceaa5cd
## WARN [11:22:04.388] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:04.388] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:04.388] [bbotk] Proposing a randomly sampled point
## INFO [11:22:04.397] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:04.407] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:04.410] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:04.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:04.495] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:04.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:04.576] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:04.615] [mlr3] Finished benchmark
## INFO [11:22:04.646] [bbotk] Result of batch 1191:
## INFO [11:22:04.647] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:04.647] [bbotk] 4 362 FALSE extratrees 0.4025239 0.6 0
## INFO [11:22:04.647] [bbotk] errors runtime_learners uhash
## INFO [11:22:04.647] [bbotk] 0 0.171 8396b3aa-c60a-488b-a345-346dd73f0183
## WARN [11:22:04.653] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:04.654] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:04.654] [bbotk] Proposing a randomly sampled point
## INFO [11:22:04.665] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:04.675] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:04.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:04.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:04.748] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:04.783] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:04.818] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:04.852] [mlr3] Finished benchmark
## INFO [11:22:04.874] [bbotk] Result of batch 1192:
## INFO [11:22:04.876] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:04.876] [bbotk] 3 357 FALSE extratrees 0.2834992 0.6 0
## INFO [11:22:04.876] [bbotk] errors runtime_learners uhash
## INFO [11:22:04.876] [bbotk] 0 0.15 90b626ae-9aff-4087-a21a-18f540dc63e9
## WARN [11:22:04.879] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:04.880] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:04.880] [bbotk] Proposing a randomly sampled point
## INFO [11:22:04.889] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:04.899] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:04.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:04.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:04.973] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:05.008] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:05.059] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:05.101] [mlr3] Finished benchmark
## INFO [11:22:05.132] [bbotk] Result of batch 1193:
## INFO [11:22:05.133] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:05.133] [bbotk] 3 288 FALSE gini 0.263131 0.6 0
## INFO [11:22:05.133] [bbotk] errors runtime_learners uhash
## INFO [11:22:05.133] [bbotk] 0 0.159 326f8b73-f65c-4694-9791-fbb3ee7aae9a
## WARN [11:22:05.140] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:05.140] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:05.141] [bbotk] Proposing a randomly sampled point
## INFO [11:22:05.159] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:05.174] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:05.177] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:05.227] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:05.275] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:05.324] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:05.373] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:05.421] [mlr3] Finished benchmark
## INFO [11:22:05.443] [bbotk] Result of batch 1194:
## INFO [11:22:05.444] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:05.444] [bbotk] 2 250 FALSE extratrees 0.3812298 0.7311603 0
## INFO [11:22:05.444] [bbotk] errors runtime_learners uhash
## INFO [11:22:05.444] [bbotk] 0 0.219 ee58c329-f815-41b3-b970-9c53f90e644b
## WARN [11:22:05.448] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:05.448] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:05.449] [bbotk] Proposing a randomly sampled point
## INFO [11:22:05.458] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:05.467] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:05.470] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:05.582] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:05.695] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:05.812] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:05.930] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:06.060] [mlr3] Finished benchmark
## INFO [11:22:06.091] [bbotk] Result of batch 1195:
## INFO [11:22:06.093] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:06.093] [bbotk] 3 86 FALSE extratrees 0.9552251 0.6900677 0
## INFO [11:22:06.093] [bbotk] errors runtime_learners uhash
## INFO [11:22:06.093] [bbotk] 0 0.548 e70e7af3-90ab-472b-8d4e-3f7a0b04debe
## WARN [11:22:06.099] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:06.099] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:06.100] [bbotk] Proposing a randomly sampled point
## INFO [11:22:06.118] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:06.136] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:06.140] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:06.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:06.316] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:06.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:06.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:06.568] [mlr3] Finished benchmark
## INFO [11:22:06.590] [bbotk] Result of batch 1196:
## INFO [11:22:06.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:06.592] [bbotk] 5 209 FALSE gini 0.7771125 0.7315751 0
## INFO [11:22:06.592] [bbotk] errors runtime_learners uhash
## INFO [11:22:06.592] [bbotk] 0 0.401 6c9e7e58-18df-4907-8996-66110bee82ad
## WARN [11:22:06.595] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:06.596] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:06.596] [bbotk] Proposing a randomly sampled point
## INFO [11:22:06.605] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:06.615] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:06.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:06.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:07.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:07.286] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:07.558] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:07.820] [mlr3] Finished benchmark
## INFO [11:22:07.858] [bbotk] Result of batch 1197:
## INFO [11:22:07.860] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:07.860] [bbotk] 4 6 FALSE extratrees 0.8978111 0.824608 0
## INFO [11:22:07.860] [bbotk] errors runtime_learners uhash
## INFO [11:22:07.860] [bbotk] 0 1.169 fb36ac1f-312e-4be7-95c0-aed4e979aa35
## WARN [11:22:07.867] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:07.868] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:07.869] [bbotk] Proposing a randomly sampled point
## INFO [11:22:07.884] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:07.894] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:07.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:07.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:08.030] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:08.096] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:08.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:08.228] [mlr3] Finished benchmark
## INFO [11:22:08.251] [bbotk] Result of batch 1198:
## INFO [11:22:08.252] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:08.252] [bbotk] 3 124 FALSE gini 0.3746239 0.6974437 0
## INFO [11:22:08.252] [bbotk] errors runtime_learners uhash
## INFO [11:22:08.252] [bbotk] 0 0.303 592196a8-a095-4522-82f8-1724534d3906
## WARN [11:22:08.256] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:08.256] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:08.257] [bbotk] Proposing a randomly sampled point
## INFO [11:22:08.266] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:08.276] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:08.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:08.323] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:08.367] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:08.427] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:08.478] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:08.526] [mlr3] Finished benchmark
## INFO [11:22:08.557] [bbotk] Result of batch 1199:
## INFO [11:22:08.558] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:08.558] [bbotk] 2 480 TRUE extratrees 0.629586 0.7072249 0
## INFO [11:22:08.558] [bbotk] errors runtime_learners uhash
## INFO [11:22:08.558] [bbotk] 0 0.198 7eec6038-2d8f-46c2-83fe-fc9bb030972b
## WARN [11:22:08.565] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:08.565] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:08.566] [bbotk] Proposing a randomly sampled point
## INFO [11:22:08.580] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:08.590] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:08.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:08.677] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:08.757] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:08.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:08.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:09.011] [mlr3] Finished benchmark
## INFO [11:22:09.034] [bbotk] Result of batch 1200:
## INFO [11:22:09.035] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:09.035] [bbotk] 4 72 TRUE gini 0.4457462 0.718403 0
## INFO [11:22:09.035] [bbotk] errors runtime_learners uhash
## INFO [11:22:09.035] [bbotk] 0 0.391 0d7b18e1-9f68-4631-b781-6f693590af4e
## WARN [11:22:09.038] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:09.039] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:09.039] [bbotk] Proposing a randomly sampled point
## INFO [11:22:09.048] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:09.058] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:09.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:09.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:09.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:09.212] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:09.283] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:09.340] [mlr3] Finished benchmark
## INFO [11:22:09.371] [bbotk] Result of batch 1201:
## INFO [11:22:09.372] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:09.372] [bbotk] 4 224 TRUE extratrees 0.4004995 0.7288047 0
## INFO [11:22:09.372] [bbotk] errors runtime_learners uhash
## INFO [11:22:09.372] [bbotk] 0 0.235 58c63b04-b783-49b8-a471-f3cf111971c4
## WARN [11:22:09.378] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:09.379] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:09.380] [bbotk] Proposing a randomly sampled point
## INFO [11:22:09.395] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:09.405] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:09.408] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:09.473] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:09.543] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:09.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:09.686] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:09.749] [mlr3] Finished benchmark
## INFO [11:22:09.773] [bbotk] Result of batch 1202:
## INFO [11:22:09.775] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:09.775] [bbotk] 2 410 TRUE extratrees 0.9329958 0.7269093 0
## INFO [11:22:09.775] [bbotk] errors runtime_learners uhash
## INFO [11:22:09.775] [bbotk] 0 0.309 b2540787-20c0-479b-bdcc-426ba75c5ab2
## WARN [11:22:09.779] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:09.779] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:09.780] [bbotk] Proposing a randomly sampled point
## INFO [11:22:09.790] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:09.800] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:09.803] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:09.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:09.868] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:09.901] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:09.952] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:09.990] [mlr3] Finished benchmark
## INFO [11:22:10.021] [bbotk] Result of batch 1203:
## INFO [11:22:10.023] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:10.023] [bbotk] 3 311 TRUE extratrees 0.1498199 0.6 0
## INFO [11:22:10.023] [bbotk] errors runtime_learners uhash
## INFO [11:22:10.023] [bbotk] 0 0.154 6fcdf267-4289-4e3b-aad9-371265122d58
## WARN [11:22:10.028] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:10.029] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:10.030] [bbotk] Proposing a randomly sampled point
## INFO [11:22:10.047] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:10.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:10.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:10.125] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:10.188] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:10.253] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:10.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:10.381] [mlr3] Finished benchmark
## INFO [11:22:10.403] [bbotk] Result of batch 1204:
## INFO [11:22:10.405] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:10.405] [bbotk] 5 151 FALSE extratrees 0.3846548 0.7081587 0
## INFO [11:22:10.405] [bbotk] errors runtime_learners uhash
## INFO [11:22:10.405] [bbotk] 0 0.296 122355d0-5b0d-4963-9fef-e7ddbfc9fc65
## WARN [11:22:10.408] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:10.409] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:10.409] [bbotk] Proposing a randomly sampled point
## INFO [11:22:10.418] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:10.428] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:10.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:10.515] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:10.599] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:10.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:10.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:10.910] [mlr3] Finished benchmark
## INFO [11:22:10.943] [bbotk] Result of batch 1205:
## INFO [11:22:10.945] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:10.945] [bbotk] 5 36 FALSE extratrees 0.2619954 0.6878986 0
## INFO [11:22:10.945] [bbotk] errors runtime_learners uhash
## INFO [11:22:10.945] [bbotk] 0 0.444 b6453f80-167b-40c6-824d-2b6997f94ef6
## WARN [11:22:10.952] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:10.952] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:10.953] [bbotk] Proposing a randomly sampled point
## INFO [11:22:10.970] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:10.980] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:10.983] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:11.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:11.162] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:11.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:11.368] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:11.462] [mlr3] Finished benchmark
## INFO [11:22:11.485] [bbotk] Result of batch 1206:
## INFO [11:22:11.486] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:11.486] [bbotk] 3 119 FALSE gini 0.896017 0.7214118 0
## INFO [11:22:11.486] [bbotk] errors runtime_learners uhash
## INFO [11:22:11.486] [bbotk] 0 0.451 381e7020-678e-498a-a8af-3520280d02a0
## WARN [11:22:11.490] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:11.490] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:11.490] [bbotk] Proposing a randomly sampled point
## INFO [11:22:11.499] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:11.509] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:11.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:11.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:11.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:11.751] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:11.832] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:11.912] [mlr3] Finished benchmark
## INFO [11:22:11.943] [bbotk] Result of batch 1207:
## INFO [11:22:11.944] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:11.944] [bbotk] 4 62 FALSE extratrees 0.3032905 0.6900159 0
## INFO [11:22:11.944] [bbotk] errors runtime_learners uhash
## INFO [11:22:11.944] [bbotk] 0 0.354 1e001d87-4fe2-4972-b1ba-34bcd811ab1f
## WARN [11:22:11.950] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:11.951] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:11.951] [bbotk] Proposing a randomly sampled point
## INFO [11:22:11.964] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:11.973] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:11.976] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:12.044] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:12.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:12.180] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:12.249] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:12.317] [mlr3] Finished benchmark
## INFO [11:22:12.339] [bbotk] Result of batch 1208:
## INFO [11:22:12.340] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:12.340] [bbotk] 4 352 TRUE extratrees 0.8268896 0.719144 0
## INFO [11:22:12.340] [bbotk] errors runtime_learners uhash
## INFO [11:22:12.340] [bbotk] 0 0.319 ed497725-ee0e-49a2-999d-ebbe6b708968
## WARN [11:22:12.344] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:12.344] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:12.345] [bbotk] Proposing a randomly sampled point
## INFO [11:22:12.354] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:12.363] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:12.366] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:12.398] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:12.429] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:12.482] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:12.524] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:12.560] [mlr3] Finished benchmark
## INFO [11:22:12.591] [bbotk] Result of batch 1209:
## INFO [11:22:12.592] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:12.592] [bbotk] 1 387 TRUE gini 0.3405261 0.6 0
## INFO [11:22:12.592] [bbotk] errors runtime_learners uhash
## INFO [11:22:12.592] [bbotk] 0 0.144 ea35b07f-bf64-4001-9c0f-2fb9bc0a4dc2
## WARN [11:22:12.598] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:12.598] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:12.599] [bbotk] Proposing a randomly sampled point
## INFO [11:22:12.609] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:12.618] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:12.621] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:12.725] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:12.820] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:12.923] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:13.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:13.125] [mlr3] Finished benchmark
## INFO [11:22:13.148] [bbotk] Result of batch 1210:
## INFO [11:22:13.149] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:13.149] [bbotk] 5 142 FALSE gini 0.8544382 0.7394483 0
## INFO [11:22:13.149] [bbotk] errors runtime_learners uhash
## INFO [11:22:13.149] [bbotk] 0 0.48 52679e10-1b97-4cec-94d5-faa945c3145a
## WARN [11:22:13.153] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:13.154] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:13.154] [bbotk] Proposing a randomly sampled point
## INFO [11:22:13.163] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:13.173] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:13.175] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:13.250] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:13.342] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:13.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:13.503] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:13.585] [mlr3] Finished benchmark
## INFO [11:22:13.615] [bbotk] Result of batch 1211:
## INFO [11:22:13.617] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:13.617] [bbotk] 3 46 TRUE gini 0.3138165 0.7183491 0
## INFO [11:22:13.617] [bbotk] errors runtime_learners uhash
## INFO [11:22:13.617] [bbotk] 0 0.375 705f5737-4c13-4082-878d-22aee51c7f6b
## WARN [11:22:13.621] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:13.621] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:13.622] [bbotk] Proposing a randomly sampled point
## INFO [11:22:13.631] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:13.640] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:13.643] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:13.749] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:13.854] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:13.962] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:14.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:14.178] [mlr3] Finished benchmark
## INFO [11:22:14.201] [bbotk] Result of batch 1212:
## INFO [11:22:14.202] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:14.202] [bbotk] 5 89 TRUE extratrees 0.6507736 0.6859755 0
## INFO [11:22:14.202] [bbotk] errors runtime_learners uhash
## INFO [11:22:14.202] [bbotk] 0 0.508 bab55ee1-eb69-4d91-92fc-06cdb59c9587
## WARN [11:22:14.206] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:14.206] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:14.207] [bbotk] Proposing a randomly sampled point
## INFO [11:22:14.216] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:14.226] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:14.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:14.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:14.704] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:14.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:15.165] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:15.391] [mlr3] Finished benchmark
## INFO [11:22:15.414] [bbotk] Result of batch 1213:
## INFO [11:22:15.415] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:15.415] [bbotk] 4 3 FALSE extratrees 0.7672017 0.8430473 0
## INFO [11:22:15.415] [bbotk] errors runtime_learners uhash
## INFO [11:22:15.415] [bbotk] 0 1.112 6f7ace0f-55cf-4bda-8cd1-110dda2e989a
## WARN [11:22:15.419] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:15.419] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:15.420] [bbotk] Proposing a randomly sampled point
## INFO [11:22:15.428] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:15.438] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:15.440] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:15.552] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:15.658] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:15.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:15.900] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:16.016] [mlr3] Finished benchmark
## INFO [11:22:16.047] [bbotk] Result of batch 1214:
## INFO [11:22:16.049] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:16.049] [bbotk] 5 143 FALSE extratrees 0.8879188 0.6819351 0
## INFO [11:22:16.049] [bbotk] errors runtime_learners uhash
## INFO [11:22:16.049] [bbotk] 0 0.547 5a027352-b59f-4692-bcb1-34d96e4c5d3d
## WARN [11:22:16.055] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:16.056] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:16.056] [bbotk] Proposing a randomly sampled point
## INFO [11:22:16.074] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:16.085] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:16.087] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:16.216] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:16.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:16.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:16.605] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:16.737] [mlr3] Finished benchmark
## INFO [11:22:16.760] [bbotk] Result of batch 1215:
## INFO [11:22:16.761] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:16.761] [bbotk] 4 26 FALSE gini 0.584512 0.783185 0
## INFO [11:22:16.761] [bbotk] errors runtime_learners uhash
## INFO [11:22:16.761] [bbotk] 0 0.625 04c843ae-9f06-4742-a262-924fc15e5cbd
## WARN [11:22:16.765] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:16.765] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:16.766] [bbotk] Proposing a randomly sampled point
## INFO [11:22:16.775] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:16.785] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:16.787] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:16.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:17.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:17.111] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:17.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:17.322] [mlr3] Finished benchmark
## INFO [11:22:17.353] [bbotk] Result of batch 1216:
## INFO [11:22:17.355] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:17.355] [bbotk] 5 229 TRUE extratrees 0.9156711 0.6882141 0
## INFO [11:22:17.355] [bbotk] errors runtime_learners uhash
## INFO [11:22:17.355] [bbotk] 0 0.499 65f69755-08c7-42e4-8a1b-2e2c43854133
## WARN [11:22:17.359] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:17.360] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:17.360] [bbotk] Proposing a randomly sampled point
## INFO [11:22:17.369] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:17.378] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:17.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:17.418] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:17.455] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:17.493] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:17.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:17.567] [mlr3] Finished benchmark
## INFO [11:22:17.589] [bbotk] Result of batch 1217:
## INFO [11:22:17.591] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:17.591] [bbotk] 3 430 FALSE gini 0.1229209 0.6 0
## INFO [11:22:17.591] [bbotk] errors runtime_learners uhash
## INFO [11:22:17.591] [bbotk] 0 0.162 35275816-d56c-4fe4-89c1-9940308e0022
## WARN [11:22:17.595] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:17.595] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:17.596] [bbotk] Proposing a randomly sampled point
## INFO [11:22:17.605] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:17.615] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:17.617] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:17.691] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:17.752] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:17.814] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:17.876] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:17.937] [mlr3] Finished benchmark
## INFO [11:22:17.962] [bbotk] Result of batch 1218:
## INFO [11:22:17.963] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:17.963] [bbotk] 4 315 TRUE extratrees 0.5798523 0.7271518 0
## INFO [11:22:17.963] [bbotk] errors runtime_learners uhash
## INFO [11:22:17.963] [bbotk] 0 0.267 17576e67-eca5-4824-86a3-36dc84e6f941
## WARN [11:22:17.967] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:17.968] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:17.968] [bbotk] Proposing a randomly sampled point
## INFO [11:22:17.977] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:17.986] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:17.989] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:18.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:18.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:18.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:18.336] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:18.423] [mlr3] Finished benchmark
## INFO [11:22:18.446] [bbotk] Result of batch 1219:
## INFO [11:22:18.447] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:18.447] [bbotk] 2 21 FALSE gini 0.3161899 0.7386533 0
## INFO [11:22:18.447] [bbotk] errors runtime_learners uhash
## INFO [11:22:18.447] [bbotk] 0 0.409 3c1cf2c6-fa7d-4313-b225-bba97d19e7cc
## WARN [11:22:18.451] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:18.451] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:18.452] [bbotk] Proposing a randomly sampled point
## INFO [11:22:18.461] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:18.493] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:18.497] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:18.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:18.659] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:18.739] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:18.815] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:18.888] [mlr3] Finished benchmark
## INFO [11:22:18.910] [bbotk] Result of batch 1220:
## INFO [11:22:18.911] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:18.911] [bbotk] 1 16 FALSE extratrees 0.1431819 0.6842255 0
## INFO [11:22:18.911] [bbotk] errors runtime_learners uhash
## INFO [11:22:18.911] [bbotk] 0 0.357 e7e61ce4-794d-4499-9181-df87ab267e5a
## WARN [11:22:18.915] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:18.915] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:18.915] [bbotk] Proposing a randomly sampled point
## INFO [11:22:18.924] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:18.934] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:18.936] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:18.978] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:19.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:19.065] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:19.107] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:19.149] [mlr3] Finished benchmark
## INFO [11:22:19.171] [bbotk] Result of batch 1221:
## INFO [11:22:19.172] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:19.172] [bbotk] 2 319 FALSE gini 0.4179208 0.653526 0
## INFO [11:22:19.172] [bbotk] errors runtime_learners uhash
## INFO [11:22:19.172] [bbotk] 0 0.186 5a82e83c-5f35-4634-82a7-aa921c4e5d30
## WARN [11:22:19.226] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:19.227] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:19.228] [bbotk] Proposing a randomly sampled point
## INFO [11:22:19.244] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:19.262] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:19.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:19.333] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:19.399] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:19.465] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:19.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:19.589] [mlr3] Finished benchmark
## INFO [11:22:19.611] [bbotk] Result of batch 1222:
## INFO [11:22:19.612] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:19.612] [bbotk] 1 350 TRUE extratrees 0.7360199 0.7383831 0
## INFO [11:22:19.612] [bbotk] errors runtime_learners uhash
## INFO [11:22:19.612] [bbotk] 0 0.283 f1136fc7-a09c-4862-833c-881fb047ad8d
## WARN [11:22:19.616] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:19.616] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:19.616] [bbotk] Proposing a randomly sampled point
## INFO [11:22:19.625] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:19.635] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:19.637] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:19.679] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:19.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:19.759] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:19.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:19.838] [mlr3] Finished benchmark
## INFO [11:22:19.861] [bbotk] Result of batch 1223:
## INFO [11:22:19.863] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:19.863] [bbotk] 1 376 FALSE gini 0.4837719 0.6629123 0
## INFO [11:22:19.863] [bbotk] errors runtime_learners uhash
## INFO [11:22:19.863] [bbotk] 0 0.175 9759c61a-99e5-4456-978d-3d0b4f30f510
## WARN [11:22:19.867] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:19.867] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:19.868] [bbotk] Proposing a randomly sampled point
## INFO [11:22:19.877] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:19.906] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:19.909] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:19.992] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:20.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:20.160] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:20.244] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:20.328] [mlr3] Finished benchmark
## INFO [11:22:20.358] [bbotk] Result of batch 1224:
## INFO [11:22:20.359] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:20.359] [bbotk] 4 280 FALSE extratrees 0.9161326 0.6971437 0
## INFO [11:22:20.359] [bbotk] errors runtime_learners uhash
## INFO [11:22:20.359] [bbotk] 0 0.38 720ce1cd-e3c0-4116-853b-ca27676dd129
## WARN [11:22:20.364] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:20.365] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:20.365] [bbotk] Proposing a randomly sampled point
## INFO [11:22:20.374] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:20.383] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:20.386] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:20.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:20.534] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:20.609] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:20.683] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:20.757] [mlr3] Finished benchmark
## INFO [11:22:20.779] [bbotk] Result of batch 1225:
## INFO [11:22:20.780] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:20.780] [bbotk] 5 282 FALSE extratrees 0.7752264 0.6986477 0
## INFO [11:22:20.780] [bbotk] errors runtime_learners uhash
## INFO [11:22:20.780] [bbotk] 0 0.346 f9cbdd80-b4c6-4eba-8795-9ca6d8383eb0
## WARN [11:22:20.784] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:20.785] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:20.785] [bbotk] Proposing a randomly sampled point
## INFO [11:22:20.794] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:20.804] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:20.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:20.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:21.053] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:21.174] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:21.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:21.416] [mlr3] Finished benchmark
## INFO [11:22:21.447] [bbotk] Result of batch 1226:
## INFO [11:22:21.449] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:21.449] [bbotk] 5 105 TRUE gini 0.8576304 0.7293231 0
## INFO [11:22:21.449] [bbotk] errors runtime_learners uhash
## INFO [11:22:21.449] [bbotk] 0 0.559 9994929e-57e6-4f91-af05-db1481d72ae5
## WARN [11:22:21.455] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:21.455] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:21.456] [bbotk] Proposing a randomly sampled point
## INFO [11:22:21.473] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:21.484] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:21.487] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:21.541] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:21.593] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:21.646] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:21.699] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:21.752] [mlr3] Finished benchmark
## INFO [11:22:21.774] [bbotk] Result of batch 1227:
## INFO [11:22:21.775] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:21.775] [bbotk] 2 395 TRUE gini 0.8023718 0.6916986 0
## INFO [11:22:21.775] [bbotk] errors runtime_learners uhash
## INFO [11:22:21.775] [bbotk] 0 0.239 89112c16-8211-49d9-8ccc-aa5a506af04c
## WARN [11:22:21.779] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:21.780] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:21.780] [bbotk] Proposing a randomly sampled point
## INFO [11:22:21.789] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:21.799] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:21.802] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:21.834] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:21.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:21.897] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:21.949] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:21.985] [mlr3] Finished benchmark
## INFO [11:22:22.015] [bbotk] Result of batch 1228:
## INFO [11:22:22.016] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:22.016] [bbotk] 3 432 TRUE extratrees 0.1977163 0.6 0
## INFO [11:22:22.016] [bbotk] errors runtime_learners uhash
## INFO [11:22:22.016] [bbotk] 0 0.144 93da7af9-af12-4238-958f-ed51a861f2df
## WARN [11:22:22.022] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:22.023] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:22.024] [bbotk] Proposing a randomly sampled point
## INFO [11:22:22.041] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:22.060] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:22.064] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:22.131] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:22.194] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:22.257] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:22.321] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:22.385] [mlr3] Finished benchmark
## INFO [11:22:22.407] [bbotk] Result of batch 1229:
## INFO [11:22:22.408] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:22.408] [bbotk] 3 37 FALSE gini 0.1370207 0.7051253 0
## INFO [11:22:22.408] [bbotk] errors runtime_learners uhash
## INFO [11:22:22.408] [bbotk] 0 0.292 d18f143a-bfb6-4314-916e-7c40c1e07f60
## WARN [11:22:22.412] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:22.412] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:22.413] [bbotk] Proposing a randomly sampled point
## INFO [11:22:22.422] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:22.432] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:22.434] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:22.504] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:22.574] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:22.644] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:22.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:22.799] [mlr3] Finished benchmark
## INFO [11:22:22.829] [bbotk] Result of batch 1230:
## INFO [11:22:22.831] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:22.831] [bbotk] 1 278 TRUE extratrees 0.876788 0.711897 0
## INFO [11:22:22.831] [bbotk] errors runtime_learners uhash
## INFO [11:22:22.831] [bbotk] 0 0.321 c5c18563-8575-440d-a241-1607435373f2
## WARN [11:22:22.836] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:22.837] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:22.837] [bbotk] Proposing a randomly sampled point
## INFO [11:22:22.855] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:22.875] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:22.879] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:22.927] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:22.974] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:23.018] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:23.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:23.101] [mlr3] Finished benchmark
## INFO [11:22:23.123] [bbotk] Result of batch 1231:
## INFO [11:22:23.124] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:23.124] [bbotk] 1 337 TRUE extratrees 0.4481836 0.7223016 0
## INFO [11:22:23.124] [bbotk] errors runtime_learners uhash
## INFO [11:22:23.124] [bbotk] 0 0.19 41bf9a96-2587-4885-8fa8-0fa9d5418c0c
## WARN [11:22:23.128] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:23.128] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:23.128] [bbotk] Proposing a randomly sampled point
## INFO [11:22:23.137] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:23.147] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:23.149] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:23.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:23.304] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:23.381] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:23.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:23.536] [mlr3] Finished benchmark
## INFO [11:22:23.558] [bbotk] Result of batch 1232:
## INFO [11:22:23.559] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:23.559] [bbotk] 4 285 TRUE gini 0.9197314 0.7011168 0
## INFO [11:22:23.559] [bbotk] errors runtime_learners uhash
## INFO [11:22:23.559] [bbotk] 0 0.359 1acf5f79-9e13-4cff-a721-0dc1c0a404db
## WARN [11:22:23.578] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:23.579] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:23.580] [bbotk] Proposing a randomly sampled point
## INFO [11:22:23.600] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:23.618] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:23.623] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:23.710] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:23.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:23.882] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:23.968] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:24.050] [mlr3] Finished benchmark
## INFO [11:22:24.072] [bbotk] Result of batch 1233:
## INFO [11:22:24.073] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:24.073] [bbotk] 2 99 FALSE gini 0.7345558 0.7090685 0
## INFO [11:22:24.073] [bbotk] errors runtime_learners uhash
## INFO [11:22:24.073] [bbotk] 0 0.391 efaa1091-898c-4efa-8f88-cdc91d275ff9
## WARN [11:22:24.077] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:24.078] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:24.078] [bbotk] Proposing a randomly sampled point
## INFO [11:22:24.087] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:24.097] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:24.101] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:24.192] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:24.267] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:24.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:24.423] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:24.501] [mlr3] Finished benchmark
## INFO [11:22:24.524] [bbotk] Result of batch 1234:
## INFO [11:22:24.525] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:24.525] [bbotk] 5 247 FALSE gini 0.8766336 0.7296386 0
## INFO [11:22:24.525] [bbotk] errors runtime_learners uhash
## INFO [11:22:24.525] [bbotk] 0 0.374 523d50d4-54ad-4d65-af2a-2bc6585a7e72
## WARN [11:22:24.529] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:24.529] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:24.530] [bbotk] Proposing a randomly sampled point
## INFO [11:22:24.556] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:24.574] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:24.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:24.649] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:24.719] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:24.792] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:24.866] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:24.935] [mlr3] Finished benchmark
## INFO [11:22:24.960] [bbotk] Result of batch 1235:
## INFO [11:22:24.961] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:24.961] [bbotk] 1 286 TRUE extratrees 0.7642073 0.7255421 0
## INFO [11:22:24.961] [bbotk] errors runtime_learners uhash
## INFO [11:22:24.961] [bbotk] 0 0.312 6195ed98-5dc8-4f6f-903a-fa50762ef2ff
## WARN [11:22:24.965] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:24.965] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:24.966] [bbotk] Proposing a randomly sampled point
## INFO [11:22:24.974] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:24.984] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:24.987] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:25.057] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:25.120] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:25.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:25.248] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:25.320] [mlr3] Finished benchmark
## INFO [11:22:25.349] [bbotk] Result of batch 1236:
## INFO [11:22:25.351] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:25.351] [bbotk] 3 286 FALSE gini 0.9350703 0.7105626 0
## INFO [11:22:25.351] [bbotk] errors runtime_learners uhash
## INFO [11:22:25.351] [bbotk] 0 0.306 f88cf761-134a-4740-8d66-608f822018f0
## WARN [11:22:25.358] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:25.358] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:25.359] [bbotk] Proposing a randomly sampled point
## INFO [11:22:25.368] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:25.396] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:25.400] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:25.477] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:25.553] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:25.630] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:25.707] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:25.784] [mlr3] Finished benchmark
## INFO [11:22:25.815] [bbotk] Result of batch 1237:
## INFO [11:22:25.816] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:25.816] [bbotk] 4 140 FALSE extratrees 0.4752997 0.6976323 0
## INFO [11:22:25.816] [bbotk] errors runtime_learners uhash
## INFO [11:22:25.816] [bbotk] 0 0.344 4f48d033-fdf9-4b30-8a0c-18f2ff0862d7
## WARN [11:22:25.822] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:25.822] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:25.823] [bbotk] Proposing a randomly sampled point
## INFO [11:22:25.831] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:25.841] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:25.843] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:25.888] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:25.932] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:25.977] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:26.022] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:26.067] [mlr3] Finished benchmark
## INFO [11:22:26.090] [bbotk] Result of batch 1238:
## INFO [11:22:26.091] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:26.091] [bbotk] 4 377 TRUE extratrees 0.5105694 0.7069107 0
## INFO [11:22:26.091] [bbotk] errors runtime_learners uhash
## INFO [11:22:26.091] [bbotk] 0 0.2 77997123-4158-48ca-a004-fb8150c6f9ba
## WARN [11:22:26.095] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:26.096] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:26.096] [bbotk] Proposing a randomly sampled point
## INFO [11:22:26.105] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:26.115] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:26.118] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:26.201] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:26.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:26.343] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:26.415] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:26.487] [mlr3] Finished benchmark
## INFO [11:22:26.518] [bbotk] Result of batch 1239:
## INFO [11:22:26.520] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:26.520] [bbotk] 1 116 FALSE gini 0.6428558 0.7012472 0
## INFO [11:22:26.520] [bbotk] errors runtime_learners uhash
## INFO [11:22:26.520] [bbotk] 0 0.331 3caf8a17-0d4e-4095-9c36-e163107ba031
## WARN [11:22:26.526] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:26.526] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:26.527] [bbotk] Proposing a randomly sampled point
## INFO [11:22:26.543] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:26.553] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:26.555] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:26.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:26.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:26.743] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:26.806] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:26.867] [mlr3] Finished benchmark
## INFO [11:22:26.890] [bbotk] Result of batch 1240:
## INFO [11:22:26.891] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:26.891] [bbotk] 2 378 TRUE extratrees 0.8600765 0.7288323 0
## INFO [11:22:26.891] [bbotk] errors runtime_learners uhash
## INFO [11:22:26.891] [bbotk] 0 0.289 fbd4def1-aad2-430f-bc62-100414f0cea4
## WARN [11:22:26.895] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:26.895] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:26.896] [bbotk] Proposing a randomly sampled point
## INFO [11:22:26.905] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:26.914] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:26.917] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:27.058] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:27.214] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:27.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:27.511] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:27.665] [mlr3] Finished benchmark
## INFO [11:22:27.697] [bbotk] Result of batch 1241:
## INFO [11:22:27.698] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:27.698] [bbotk] 4 40 TRUE gini 0.9183798 0.7780122 0
## INFO [11:22:27.698] [bbotk] errors runtime_learners uhash
## INFO [11:22:27.698] [bbotk] 0 0.713 dff4a85f-1338-48d7-9883-032171fb7e01
## WARN [11:22:27.704] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:27.705] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:27.705] [bbotk] Proposing a randomly sampled point
## INFO [11:22:27.723] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:27.734] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:27.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:27.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:27.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:27.890] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:27.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:27.992] [mlr3] Finished benchmark
## INFO [11:22:28.015] [bbotk] Result of batch 1242:
## INFO [11:22:28.016] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:28.016] [bbotk] 5 364 FALSE extratrees 0.54164 0.7138762 0
## INFO [11:22:28.016] [bbotk] errors runtime_learners uhash
## INFO [11:22:28.016] [bbotk] 0 0.231 6c640999-fb1a-4439-98af-bf81eebd56c7
## WARN [11:22:28.020] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:28.020] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:28.021] [bbotk] Proposing a randomly sampled point
## INFO [11:22:28.030] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:28.040] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:28.042] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:28.095] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:28.163] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:28.220] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:28.278] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:28.335] [mlr3] Finished benchmark
## INFO [11:22:28.367] [bbotk] Result of batch 1243:
## INFO [11:22:28.368] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:28.368] [bbotk] 4 268 TRUE gini 0.4945716 0.68946 0
## INFO [11:22:28.368] [bbotk] errors runtime_learners uhash
## INFO [11:22:28.368] [bbotk] 0 0.243 27d91b06-2c96-4653-8da5-69cad8a907e5
## WARN [11:22:28.375] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:28.375] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:28.376] [bbotk] Proposing a randomly sampled point
## INFO [11:22:28.394] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:28.409] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:28.412] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:28.444] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:28.476] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:28.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:28.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:28.569] [mlr3] Finished benchmark
## INFO [11:22:28.592] [bbotk] Result of batch 1244:
## INFO [11:22:28.593] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:28.593] [bbotk] 3 276 TRUE extratrees 0.238442 0.6 0
## INFO [11:22:28.593] [bbotk] errors runtime_learners uhash
## INFO [11:22:28.593] [bbotk] 0 0.134 077fc027-8753-4447-9010-d16c4ec9e6c2
## WARN [11:22:28.597] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:28.598] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:28.598] [bbotk] Proposing a randomly sampled point
## INFO [11:22:28.607] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:28.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:28.620] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:28.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:28.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:28.810] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:28.874] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:28.939] [mlr3] Finished benchmark
## INFO [11:22:28.969] [bbotk] Result of batch 1245:
## INFO [11:22:28.971] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:28.971] [bbotk] 4 483 TRUE gini 0.9775528 0.6989753 0
## INFO [11:22:28.971] [bbotk] errors runtime_learners uhash
## INFO [11:22:28.971] [bbotk] 0 0.274 8ce0de49-3f46-41fa-8300-38a6458e2e82
## WARN [11:22:28.977] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:28.978] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:28.978] [bbotk] Proposing a randomly sampled point
## INFO [11:22:28.996] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:29.015] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:29.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:29.068] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:29.115] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:29.161] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:29.208] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:29.252] [mlr3] Finished benchmark
## INFO [11:22:29.274] [bbotk] Result of batch 1246:
## INFO [11:22:29.275] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:29.275] [bbotk] 4 484 FALSE gini 0.8583434 0.6743528 0
## INFO [11:22:29.275] [bbotk] errors runtime_learners uhash
## INFO [11:22:29.275] [bbotk] 0 0.208 165a00ec-3af1-4fa0-947c-841e3a53e6fa
## WARN [11:22:29.280] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:29.280] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:29.280] [bbotk] Proposing a randomly sampled point
## INFO [11:22:29.289] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:29.299] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:29.302] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:29.349] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:29.395] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:29.443] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:29.506] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:29.559] [mlr3] Finished benchmark
## INFO [11:22:29.589] [bbotk] Result of batch 1247:
## INFO [11:22:29.590] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:29.590] [bbotk] 1 169 TRUE gini 0.375169 0.6900811 0
## INFO [11:22:29.590] [bbotk] errors runtime_learners uhash
## INFO [11:22:29.590] [bbotk] 0 0.227 2a33ec69-03f6-4918-8f5a-706b2e0c8f36
## WARN [11:22:29.596] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:29.597] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:29.597] [bbotk] Proposing a randomly sampled point
## INFO [11:22:29.616] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:29.635] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:29.639] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:29.742] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:29.839] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:29.937] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:30.036] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:30.134] [mlr3] Finished benchmark
## INFO [11:22:30.157] [bbotk] Result of batch 1248:
## INFO [11:22:30.158] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:30.158] [bbotk] 1 2 TRUE gini 0.3390986 0.7681983 0
## INFO [11:22:30.158] [bbotk] errors runtime_learners uhash
## INFO [11:22:30.158] [bbotk] 0 0.464 0ab6d1fe-6627-4e26-893c-a8af15c39cf2
## WARN [11:22:30.162] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:30.162] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:30.163] [bbotk] Proposing a randomly sampled point
## INFO [11:22:30.172] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:30.181] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:30.184] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:30.240] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:30.295] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:30.370] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:30.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:30.491] [mlr3] Finished benchmark
## INFO [11:22:30.522] [bbotk] Result of batch 1249:
## INFO [11:22:30.524] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:30.524] [bbotk] 2 283 TRUE extratrees 0.5817423 0.7253237 0
## INFO [11:22:30.524] [bbotk] errors runtime_learners uhash
## INFO [11:22:30.524] [bbotk] 0 0.261 ca8d0b42-5b03-407b-bab7-6e89a2501683
## WARN [11:22:30.530] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:30.530] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:30.531] [bbotk] Proposing a randomly sampled point
## INFO [11:22:30.549] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:30.567] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:30.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:30.670] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:30.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:30.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:30.975] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:31.076] [mlr3] Finished benchmark
## INFO [11:22:31.099] [bbotk] Result of batch 1250:
## INFO [11:22:31.100] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:31.100] [bbotk] 4 166 TRUE extratrees 0.8799291 0.6900159 0
## INFO [11:22:31.100] [bbotk] errors runtime_learners uhash
## INFO [11:22:31.100] [bbotk] 0 0.482 f55c3d5d-b6d0-40e2-af67-8b61bc2d651f
## WARN [11:22:31.104] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:31.104] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:31.104] [bbotk] Proposing a randomly sampled point
## INFO [11:22:31.113] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:31.123] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:31.126] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:31.271] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:31.431] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:31.585] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:31.736] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:31.890] [mlr3] Finished benchmark
## INFO [11:22:31.921] [bbotk] Result of batch 1251:
## INFO [11:22:31.922] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:31.922] [bbotk] 2 30 TRUE extratrees 0.9995644 0.7127076 0
## INFO [11:22:31.922] [bbotk] errors runtime_learners uhash
## INFO [11:22:31.922] [bbotk] 0 0.714 61e47013-113a-42fe-a08e-f4d445ddc0a7
## WARN [11:22:31.928] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:31.929] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:31.929] [bbotk] Proposing a randomly sampled point
## INFO [11:22:31.947] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:31.958] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:31.960] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:32.019] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:32.075] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:32.132] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:32.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:32.243] [mlr3] Finished benchmark
## INFO [11:22:32.265] [bbotk] Result of batch 1252:
## INFO [11:22:32.266] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:32.266] [bbotk] 4 190 FALSE extratrees 0.374484 0.7230873 0
## INFO [11:22:32.266] [bbotk] errors runtime_learners uhash
## INFO [11:22:32.266] [bbotk] 0 0.256 4daba794-bfbc-4631-aef2-bf896fa94721
## WARN [11:22:32.270] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:32.271] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:32.271] [bbotk] Proposing a randomly sampled point
## INFO [11:22:32.280] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:32.290] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:32.292] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:32.380] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:32.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:32.528] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:32.603] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:32.676] [mlr3] Finished benchmark
## INFO [11:22:32.707] [bbotk] Result of batch 1253:
## INFO [11:22:32.709] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:32.709] [bbotk] 1 219 FALSE extratrees 0.8992961 0.7064782 0
## INFO [11:22:32.709] [bbotk] errors runtime_learners uhash
## INFO [11:22:32.709] [bbotk] 0 0.331 1e136078-0818-4e3a-b829-8c530155a74f
## WARN [11:22:32.715] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:32.716] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:32.716] [bbotk] Proposing a randomly sampled point
## INFO [11:22:32.729] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:32.739] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:32.741] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:32.797] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:32.853] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:32.910] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:32.967] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:33.024] [mlr3] Finished benchmark
## INFO [11:22:33.047] [bbotk] Result of batch 1254:
## INFO [11:22:33.048] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:33.048] [bbotk] 4 378 TRUE extratrees 0.6911188 0.7267603 0
## INFO [11:22:33.048] [bbotk] errors runtime_learners uhash
## INFO [11:22:33.048] [bbotk] 0 0.259 e16a23d9-1598-4a1d-8a6b-271b03972d4a
## WARN [11:22:33.052] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:33.052] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:33.053] [bbotk] Proposing a randomly sampled point
## INFO [11:22:33.062] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:33.072] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:33.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:33.156] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:33.222] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:33.287] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:33.354] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:33.420] [mlr3] Finished benchmark
## INFO [11:22:33.451] [bbotk] Result of batch 1255:
## INFO [11:22:33.452] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:33.452] [bbotk] 3 170 FALSE extratrees 0.4329156 0.7232383 0
## INFO [11:22:33.452] [bbotk] errors runtime_learners uhash
## INFO [11:22:33.452] [bbotk] 0 0.292 4ee7eeda-1fc4-402c-b173-8fbae8431b0a
## WARN [11:22:33.458] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:33.458] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:33.459] [bbotk] Proposing a randomly sampled point
## INFO [11:22:33.469] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:33.478] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:33.481] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:33.532] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:33.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:33.631] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:33.680] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:33.731] [mlr3] Finished benchmark
## INFO [11:22:33.754] [bbotk] Result of batch 1256:
## INFO [11:22:33.755] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:33.755] [bbotk] 4 441 FALSE gini 0.8833101 0.7294337 0
## INFO [11:22:33.755] [bbotk] errors runtime_learners uhash
## INFO [11:22:33.755] [bbotk] 0 0.224 d798bc8c-32d7-41f8-b256-450b4d6d6678
## WARN [11:22:33.759] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:33.760] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:33.760] [bbotk] Proposing a randomly sampled point
## INFO [11:22:33.769] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:33.797] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:33.801] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:33.841] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:33.880] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:33.920] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:33.961] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:34.000] [mlr3] Finished benchmark
## INFO [11:22:34.031] [bbotk] Result of batch 1257:
## INFO [11:22:34.033] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:34.033] [bbotk] 5 360 FALSE extratrees 0.395931 0.6 0
## INFO [11:22:34.033] [bbotk] errors runtime_learners uhash
## INFO [11:22:34.033] [bbotk] 0 0.16 ec783e28-dfd1-4bff-8cd0-aaed00dbb6f8
## WARN [11:22:34.038] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:34.038] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:34.038] [bbotk] Proposing a randomly sampled point
## INFO [11:22:34.048] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:34.057] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:34.060] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:34.142] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:34.209] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:34.281] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:34.356] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:34.433] [mlr3] Finished benchmark
## INFO [11:22:34.456] [bbotk] Result of batch 1258:
## INFO [11:22:34.458] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:34.458] [bbotk] 4 278 FALSE gini 0.9687094 0.7333769 0
## INFO [11:22:34.458] [bbotk] errors runtime_learners uhash
## INFO [11:22:34.458] [bbotk] 0 0.346 98044bf4-9a62-4a92-9b7f-ab13354e8794
## WARN [11:22:34.462] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:34.462] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:34.462] [bbotk] Proposing a randomly sampled point
## INFO [11:22:34.472] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:34.502] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:34.507] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:34.688] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:34.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:35.061] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:35.255] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:35.444] [mlr3] Finished benchmark
## INFO [11:22:35.467] [bbotk] Result of batch 1259:
## INFO [11:22:35.469] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:35.469] [bbotk] 5 21 TRUE extratrees 0.8077846 0.7592077 0
## INFO [11:22:35.469] [bbotk] errors runtime_learners uhash
## INFO [11:22:35.469] [bbotk] 0 0.894 48c2b606-c8bf-4a18-8970-9431f4c840f2
## WARN [11:22:35.472] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:35.473] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:35.473] [bbotk] Proposing a randomly sampled point
## INFO [11:22:35.482] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:35.491] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:35.494] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:35.536] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:35.578] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:35.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:35.660] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:35.701] [mlr3] Finished benchmark
## INFO [11:22:35.739] [bbotk] Result of batch 1260:
## INFO [11:22:35.741] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:35.741] [bbotk] 3 499 FALSE gini 0.7254891 0.6532537 0
## INFO [11:22:35.741] [bbotk] errors runtime_learners uhash
## INFO [11:22:35.741] [bbotk] 0 0.182 dfd198a3-0e42-4fe2-9cf0-d4e1d981ade2
## WARN [11:22:35.747] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:35.747] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:35.748] [bbotk] Proposing a randomly sampled point
## INFO [11:22:35.764] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:35.783] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:35.788] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:35.833] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:35.878] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:35.922] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:35.963] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:36.001] [mlr3] Finished benchmark
## INFO [11:22:36.023] [bbotk] Result of batch 1261:
## INFO [11:22:36.025] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:36.025] [bbotk] 1 490 FALSE gini 0.5758848 0.6629123 0
## INFO [11:22:36.025] [bbotk] errors runtime_learners uhash
## INFO [11:22:36.025] [bbotk] 0 0.179 72ce1b48-f674-4760-8421-deb520d76c16
## WARN [11:22:36.028] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:36.029] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:36.029] [bbotk] Proposing a randomly sampled point
## INFO [11:22:36.038] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:36.047] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:36.050] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:36.136] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:36.218] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:36.305] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:36.392] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:36.477] [mlr3] Finished benchmark
## INFO [11:22:36.520] [bbotk] Result of batch 1262:
## INFO [11:22:36.521] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:36.521] [bbotk] 5 81 TRUE gini 0.4271564 0.7122772 0
## INFO [11:22:36.521] [bbotk] errors runtime_learners uhash
## INFO [11:22:36.521] [bbotk] 0 0.403 2388db5d-1498-4567-bffa-41611d0a34dc
## WARN [11:22:36.527] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:36.528] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:36.529] [bbotk] Proposing a randomly sampled point
## INFO [11:22:36.546] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:36.566] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:36.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:36.614] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:36.657] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:36.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:36.735] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:36.771] [mlr3] Finished benchmark
## INFO [11:22:36.794] [bbotk] Result of batch 1263:
## INFO [11:22:36.795] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:36.795] [bbotk] 3 311 FALSE gini 0.1097223 0.4 0
## INFO [11:22:36.795] [bbotk] errors runtime_learners uhash
## INFO [11:22:36.795] [bbotk] 0 0.169 5c3aa8b3-491e-4466-9f8c-97aacc76578c
## WARN [11:22:36.799] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:36.800] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:36.800] [bbotk] Proposing a randomly sampled point
## INFO [11:22:36.809] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:36.818] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:36.821] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:36.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:36.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:36.971] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:37.020] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:37.362] [mlr3] Finished benchmark
## INFO [11:22:37.387] [bbotk] Result of batch 1264:
## INFO [11:22:37.389] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:37.389] [bbotk] 4 436 FALSE gini 0.7951899 0.695237 0
## INFO [11:22:37.389] [bbotk] errors runtime_learners uhash
## INFO [11:22:37.389] [bbotk] 0 0.515 27387213-2f25-4592-ab46-3d8167b18227
## WARN [11:22:37.393] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:37.393] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:37.393] [bbotk] Proposing a randomly sampled point
## INFO [11:22:37.403] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:37.413] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:37.416] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:37.469] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:37.519] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:37.568] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:37.616] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:37.664] [mlr3] Finished benchmark
## INFO [11:22:37.686] [bbotk] Result of batch 1265:
## INFO [11:22:37.688] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:37.688] [bbotk] 2 57 TRUE gini 0.1500756 0.6957071 0
## INFO [11:22:37.688] [bbotk] errors runtime_learners uhash
## INFO [11:22:37.688] [bbotk] 0 0.224 82be0fe4-1dc1-4631-ade0-c5b03d0b40ff
## WARN [11:22:37.691] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:37.692] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:37.692] [bbotk] Proposing a randomly sampled point
## INFO [11:22:37.701] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:37.710] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:37.713] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:37.750] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:37.786] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:37.823] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:37.860] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:37.897] [mlr3] Finished benchmark
## INFO [11:22:37.920] [bbotk] Result of batch 1266:
## INFO [11:22:37.921] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:37.921] [bbotk] 1 139 FALSE gini 0.1320538 0.6 0
## INFO [11:22:37.921] [bbotk] errors runtime_learners uhash
## INFO [11:22:37.921] [bbotk] 0 0.161 3b72c986-82ff-45af-a924-b47e366b3bf4
## WARN [11:22:37.925] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:37.926] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:37.926] [bbotk] Proposing a randomly sampled point
## INFO [11:22:37.949] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:37.960] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:37.964] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:38.031] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:38.090] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:38.151] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:38.211] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:38.273] [mlr3] Finished benchmark
## INFO [11:22:38.296] [bbotk] Result of batch 1267:
## INFO [11:22:38.298] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:38.298] [bbotk] 5 296 TRUE gini 0.6142178 0.6949349 0
## INFO [11:22:38.298] [bbotk] errors runtime_learners uhash
## INFO [11:22:38.298] [bbotk] 0 0.282 245bcc6a-433a-4a6f-a481-9e5a8bfcc434
## WARN [11:22:38.303] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:38.304] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:38.304] [bbotk] Proposing a randomly sampled point
## INFO [11:22:38.313] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:38.324] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:38.326] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:38.391] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:38.454] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:38.517] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:38.579] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:38.639] [mlr3] Finished benchmark
## INFO [11:22:38.662] [bbotk] Result of batch 1268:
## INFO [11:22:38.663] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:38.663] [bbotk] 4 195 FALSE extratrees 0.4515488 0.7232383 0
## INFO [11:22:38.663] [bbotk] errors runtime_learners uhash
## INFO [11:22:38.663] [bbotk] 0 0.284 ea52ac23-9814-4079-b2a7-08da98c66cc2
## WARN [11:22:38.667] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:38.667] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:38.668] [bbotk] Proposing a randomly sampled point
## INFO [11:22:38.677] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:38.700] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:38.703] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:38.777] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:38.847] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:38.921] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:38.994] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:39.066] [mlr3] Finished benchmark
## INFO [11:22:39.088] [bbotk] Result of batch 1269:
## INFO [11:22:39.090] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:39.090] [bbotk] 3 55 FALSE gini 0.2767525 0.7144597 0
## INFO [11:22:39.090] [bbotk] errors runtime_learners uhash
## INFO [11:22:39.090] [bbotk] 0 0.338 eb1c959b-6507-4e10-83ba-334551322c65
## WARN [11:22:39.093] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:39.094] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:39.094] [bbotk] Proposing a randomly sampled point
## INFO [11:22:39.102] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:39.112] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:39.114] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:39.145] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:39.176] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:39.206] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:39.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:39.266] [mlr3] Finished benchmark
## INFO [11:22:39.289] [bbotk] Result of batch 1270:
## INFO [11:22:39.290] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:39.290] [bbotk] 2 465 TRUE gini 0.3051021 0.6 0
## INFO [11:22:39.290] [bbotk] errors runtime_learners uhash
## INFO [11:22:39.290] [bbotk] 0 0.128 d88333ac-3562-4bbc-94ff-1d31faf7dd24
## WARN [11:22:39.294] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:39.294] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:39.294] [bbotk] Proposing a randomly sampled point
## INFO [11:22:39.303] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:39.312] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:39.315] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:39.364] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:39.426] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:39.475] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:39.522] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:39.571] [mlr3] Finished benchmark
## INFO [11:22:39.593] [bbotk] Result of batch 1271:
## INFO [11:22:39.594] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:39.594] [bbotk] 3 163 TRUE gini 0.3195777 0.6880255 0
## INFO [11:22:39.594] [bbotk] errors runtime_learners uhash
## INFO [11:22:39.594] [bbotk] 0 0.23 70773439-fdee-4aa0-b324-37fe1b5d82a6
## WARN [11:22:39.598] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:39.598] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:39.599] [bbotk] Proposing a randomly sampled point
## INFO [11:22:39.607] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:39.617] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:39.619] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:39.732] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:39.842] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:39.954] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:40.070] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:40.180] [mlr3] Finished benchmark
## INFO [11:22:40.203] [bbotk] Result of batch 1272:
## INFO [11:22:40.204] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:40.204] [bbotk] 5 138 FALSE extratrees 0.8964729 0.6801333 0
## INFO [11:22:40.204] [bbotk] errors runtime_learners uhash
## INFO [11:22:40.204] [bbotk] 0 0.536 252bd175-346f-426d-9d65-396bb9f6741c
## WARN [11:22:40.208] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:40.209] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:40.209] [bbotk] Proposing a randomly sampled point
## INFO [11:22:40.218] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:40.227] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:40.229] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:40.273] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:40.317] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:40.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:40.419] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:40.462] [mlr3] Finished benchmark
## INFO [11:22:40.484] [bbotk] Result of batch 1273:
## INFO [11:22:40.485] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:40.485] [bbotk] 2 309 FALSE extratrees 0.3967759 0.7162729 0
## INFO [11:22:40.485] [bbotk] errors runtime_learners uhash
## INFO [11:22:40.485] [bbotk] 0 0.209 a94959e4-698b-4e5d-af96-92009d0725a9
## WARN [11:22:40.489] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:40.489] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:40.490] [bbotk] Proposing a randomly sampled point
## INFO [11:22:40.498] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:40.507] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:40.510] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:40.557] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:40.604] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:40.651] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:40.698] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:40.745] [mlr3] Finished benchmark
## INFO [11:22:40.767] [bbotk] Result of batch 1274:
## INFO [11:22:40.768] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:40.768] [bbotk] 5 297 FALSE gini 0.3883898 0.6593143 0
## INFO [11:22:40.768] [bbotk] errors runtime_learners uhash
## INFO [11:22:40.768] [bbotk] 0 0.212 792d0393-3233-4461-b96c-9c5dbdf4ae24
## WARN [11:22:40.772] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:40.772] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:40.772] [bbotk] Proposing a randomly sampled point
## INFO [11:22:40.781] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:40.790] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:40.793] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:40.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:40.942] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:41.017] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:41.088] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:41.165] [mlr3] Finished benchmark
## INFO [11:22:41.201] [bbotk] Result of batch 1275:
## INFO [11:22:41.202] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:41.202] [bbotk] 5 272 FALSE gini 0.8972534 0.7296386 0
## INFO [11:22:41.202] [bbotk] errors runtime_learners uhash
## INFO [11:22:41.202] [bbotk] 0 0.349 7f63557d-6cda-4701-bd0f-c57dfc5c606b
## WARN [11:22:41.206] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:41.206] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:41.206] [bbotk] Proposing a randomly sampled point
## INFO [11:22:41.215] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:41.224] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:41.226] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:41.345] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:41.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:41.581] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:41.701] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:41.822] [mlr3] Finished benchmark
## INFO [11:22:41.845] [bbotk] Result of batch 1276:
## INFO [11:22:41.846] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:41.846] [bbotk] 3 30 FALSE gini 0.6644259 0.7741207 0
## INFO [11:22:41.846] [bbotk] errors runtime_learners uhash
## INFO [11:22:41.846] [bbotk] 0 0.57 a9ed85a9-6410-4c35-8296-5f902e016158
## WARN [11:22:41.850] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:41.850] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:41.850] [bbotk] Proposing a randomly sampled point
## INFO [11:22:41.859] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:41.868] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:41.871] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:41.953] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:42.029] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:42.108] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:42.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:42.266] [mlr3] Finished benchmark
## INFO [11:22:42.302] [bbotk] Result of batch 1277:
## INFO [11:22:42.303] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:42.303] [bbotk] 5 240 TRUE gini 0.7706138 0.7103165 0
## INFO [11:22:42.303] [bbotk] errors runtime_learners uhash
## INFO [11:22:42.303] [bbotk] 0 0.371 669ccd16-9249-4fd2-8109-045cb05b8609
## WARN [11:22:42.307] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:42.307] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:42.308] [bbotk] Proposing a randomly sampled point
## INFO [11:22:42.316] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:42.325] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:42.327] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:42.360] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:42.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:42.425] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:42.458] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:42.490] [mlr3] Finished benchmark
## INFO [11:22:42.512] [bbotk] Result of batch 1278:
## INFO [11:22:42.513] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:42.513] [bbotk] 2 442 FALSE extratrees 0.4411502 0.6 0
## INFO [11:22:42.513] [bbotk] errors runtime_learners uhash
## INFO [11:22:42.513] [bbotk] 0 0.138 f1df12a8-b40f-413a-bc89-076eff21d984
## WARN [11:22:42.517] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:42.517] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:42.518] [bbotk] Proposing a randomly sampled point
## INFO [11:22:42.526] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:42.536] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:42.538] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:42.570] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:42.601] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:42.633] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:42.665] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:42.695] [mlr3] Finished benchmark
## INFO [11:22:42.720] [bbotk] Result of batch 1279:
## INFO [11:22:42.721] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:42.721] [bbotk] 5 203 TRUE gini 0.1890237 0.6 0
## INFO [11:22:42.721] [bbotk] errors runtime_learners uhash
## INFO [11:22:42.721] [bbotk] 0 0.134 8b9420b3-517e-4796-9a9f-b5707dd1ae72
## WARN [11:22:42.725] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:42.726] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:42.726] [bbotk] Proposing a randomly sampled point
## INFO [11:22:42.749] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:42.760] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:42.762] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:42.799] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:42.836] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:42.872] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:42.908] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:42.943] [mlr3] Finished benchmark
## INFO [11:22:42.965] [bbotk] Result of batch 1280:
## INFO [11:22:42.967] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:42.967] [bbotk] 2 203 FALSE extratrees 0.1604922 0.6 0
## INFO [11:22:42.967] [bbotk] errors runtime_learners uhash
## INFO [11:22:42.967] [bbotk] 0 0.157 b8e36339-dc85-4f6f-a126-e2aa1285dd24
## WARN [11:22:42.970] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:42.971] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:42.971] [bbotk] Proposing a randomly sampled point
## INFO [11:22:42.980] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:42.989] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:42.991] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:43.040] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:43.089] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:43.138] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:43.187] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:43.236] [mlr3] Finished benchmark
## INFO [11:22:43.259] [bbotk] Result of batch 1281:
## INFO [11:22:43.260] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:43.260] [bbotk] 1 469 TRUE extratrees 0.6973637 0.7401551 0
## INFO [11:22:43.260] [bbotk] errors runtime_learners uhash
## INFO [11:22:43.260] [bbotk] 0 0.221 2417e1c1-e903-4811-9cdc-5a0b55b8c732
## WARN [11:22:43.264] [bbotk] <TaskRegr:surrogate_task> has the following unsupported feature types: character
## INFO [11:22:43.264] [bbotk] surrogate_update_error / mbo_error / error / condition
## INFO [11:22:43.264] [bbotk] Proposing a randomly sampled point
## INFO [11:22:43.273] [bbotk] Evaluating 1 configuration(s)
## INFO [11:22:43.296] [mlr3] Running benchmark with 5 resampling iterations
## INFO [11:22:43.299] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:43.330] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:43.361] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:43.393] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:43.424] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)
## INFO [11:22:43.454] [mlr3] Finished benchmark
## INFO [11:22:43.477] [bbotk] Result of batch 1282:
## INFO [11:22:43.478] [bbotk] mtry min.node.size replace splitrule sample.fraction classif.recall warnings
## INFO [11:22:43.478] [bbotk] 5 312 TRUE gini 0.1353755 0.4 0
## INFO [11:22:43.478] [bbotk] errors runtime_learners uhash
## INFO [11:22:43.478] [bbotk] 0 0.132 f5d456b1-aa98-4e76-ab91-fb175a064c13
## INFO [11:22:43.480] [bbotk] Finished optimizing after 1301 evaluation(s)
## INFO [11:22:43.481] [bbotk] Result:
## INFO [11:22:43.481] [bbotk] mtry min.node.size replace splitrule sample.fraction learner_param_vals
## INFO [11:22:43.481] [bbotk] 4 2 FALSE extratrees 0.9842399 <list[7]>
## INFO [11:22:43.481] [bbotk] x_domain classif.recall
## INFO [11:22:43.481] [bbotk] <list[5]> 0.8500163BO_instance$result$learner_param_vals## [[1]]
## [[1]]$num.threads
## [1] 1
##
## [[1]]$num.trees
## [1] 500
##
## [[1]]$mtry
## [1] 4
##
## [[1]]$min.node.size
## [1] 2
##
## [[1]]$replace
## [1] FALSE
##
## [[1]]$splitrule
## [1] "extratrees"
##
## [[1]]$sample.fraction
## [1] 0.9842399New Tuned Learner
RS_learner_classif = lrn("classif.ranger", predict_type = "prob")
GS_learner_classif = lrn("classif.ranger", predict_type = "prob")
BO_learner_classif = lrn("classif.ranger", predict_type = "prob")
RS_learner_classif$param_set$values = RS_instance$result$learner_param_vals[[1]]
GS_learner_classif$param_set$values = GS_instance$result$learner_param_vals[[1]]
BO_learner_classif$param_set$values = BO_instance$result$learner_param_vals[[1]]Comparisons
Using cross-validation estimates
We specify that we wish to evaluate the predictive performance of the model using K-fold cross-validation. In this case, we use 5-fold cross-validation, a common choice.
# Define type of resampling technique
cvFive = rsmp("cv", folds = 5)
# Initiate resampling technique
cvFive$instantiate(smote_hp_task)
# Train models and evaluate using cross validation
RS_rr = resample(smote_hp_task, RS_learner_classif, cvFive)## INFO [11:22:43.770] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:44.011] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:44.237] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:44.461] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:44.685] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)GS_rr = resample(smote_hp_task, GS_learner_classif, cvFive)## INFO [11:22:44.919] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:45.232] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:45.533] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:45.835] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:46.133] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)BO_rr = resample(smote_hp_task, BO_learner_classif, cvFive)## INFO [11:22:46.464] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 1/5)
## INFO [11:22:46.737] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 2/5)
## INFO [11:22:47.003] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 3/5)
## INFO [11:22:47.270] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 4/5)
## INFO [11:22:47.530] [mlr3] Applying learner 'classif.ranger' on task 'train' (iter 5/5)Compare HPO methods in terms of 5-fold cross-validation estimates
# Print compiled score. Overall, cross-validation estimate.
RS_rr$aggregate(msr("classif.recall"))## classif.recall
## 0.8358215GS_rr$aggregate(msr("classif.recall"))## classif.recall
## 0.8632507BO_rr$aggregate(msr("classif.recall"))## classif.recall
## 0.8523056rr$aggregate(msr("classif.recall")) # Default random forest.## classif.recall
## 0.8342187For predictions for probability: “classif.mbrier”, squared difference between predicted probabilities and the truth) and logloss (“classif.logloss”, negative logarithm of the predicted probability for the true class.
Using test set estimates
Train standard random forest.
# Train using rows in the training data set.
RS_learner_classif$train(smote_hp_task)
GS_learner_classif$train(smote_hp_task)
BO_learner_classif$train(smote_hp_task)
basic_learner_classif$train(smote_hp_task)
# Predict on the test data set
RS_new_prediction = RS_learner_classif$predict_newdata(test)
GS_new_prediction = GS_learner_classif$predict_newdata(test)
BO_new_prediction = BO_learner_classif$predict_newdata(test)
Basic_new_prediction = basic_learner_classif$predict_newdata(test)measure = msrs(c( "classif.precision", "classif.recall", "classif.auc", "classif.specificity"))
cat("Random search \n")## Random searchRS_new_prediction$score(measure)## classif.precision classif.recall classif.auc classif.specificity
## 0.3791822 0.7555556 0.9006286 0.9151423cat("Grid search \n")## Grid searchGS_new_prediction$score(measure)## classif.precision classif.recall classif.auc classif.specificity
## 0.3434343 0.7555556 0.9012572 0.9009146cat("Bayesian Optimization \n")## Bayesian OptimizationBO_new_prediction$score(measure)## classif.precision classif.recall classif.auc classif.specificity
## 0.3699634 0.7481481 0.9026705 0.9126016cat("Default Random Forest \n")## Default Random ForestBasic_new_prediction$score(measure)## classif.precision classif.recall classif.auc classif.specificity
## 0.2954545 0.7703704 0.8930330 0.8739837#library(pROC)
RS_ROC <- pROC::roc(response = RS_new_prediction$truth,
predictor = RS_new_prediction$prob[,1],
## This function assumes that the second class is
## the event of interest.
levels = c("0", "1"))## Setting direction: controls < casesGS_ROC <- pROC::roc(response = GS_new_prediction$truth,
predictor = GS_new_prediction$prob[,1],
## This function assumes that the second class is
## the event of interest.
levels = c("0", "1"))## Setting direction: controls < casesBO_ROC <- pROC::roc(response = BO_new_prediction$truth,
predictor = BO_new_prediction$prob[,1],
## This function assumes that the second class is
## the event of interest.
levels = c("0", "1"))## Setting direction: controls < casesBasic_ROC <- pROC::roc(response = Basic_new_prediction$truth,
predictor = Basic_new_prediction$prob[,1],
## This function assumes that the second class is
## the event of interest.
levels = c("0", "1"))## Setting direction: controls < casesplot(Basic_ROC, cex.axis = 1.0, cex.lab = 1.3, cex.main = 1.2)
lines(RS_ROC, col = "blue")
lines(GS_ROC, col = "red")
lines(BO_ROC, col = "green")
grid(nx = NULL, ny = NULL)